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ORCIDRina Dechter
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- affiliation: University of California, Irvine, USA
- award (1991): Presidential Young Investigator Award
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2020 – today
- 2024
[c156]Vincent Hsiao, Dana S. Nau, Bobak Pezeshki, Rina Dechter:
Surrogate Bayesian Networks for Approximating Evolutionary Games. AISTATS 2024: 2566-2574- [c155]Anna Raichev, Jin Tian, Alexander Ihler, Rina Dechter:
Estimating Causal Effects from Learned Causal Networks. ECAI 2024: 2524-2531 - [c154]Bobak Pezeshki, Kalev Kask, Alexander Ihler, Rina Dechter:
Value-Based Abstraction Functions for Abstraction Sampling. UAI 2024: 2861-2901 - [i38]Anna Raichev, Alexander Ihler, Jin Tian, Rina Dechter:
Estimating Causal Effects from Learned Causal Networks. CoRR abs/2408.14101 (2024) - [i37]Rina Dechter, Anna Raichev, Alexander Ihler, Jin Tian:
Graph-based Complexity for Causal Effect by Empirical Plug-in. CoRR abs/2411.10008 (2024) - 2023
- [c153]Bobak Pezeshki, Radu Marinescu, Alexander Ihler, Rina Dechter:
Boosting AND/OR-based computational protein design: dynamic heuristics and generalizable UFO. UAI 2023: 1662-1672 - [i36]Bobak Pezeshki, Radu Marinescu, Alexander Ihler, Rina Dechter:
Boosting AND/OR-Based Computational Protein Design: Dynamic Heuristics and Generalizable UFO. CoRR abs/2309.00408 (2023) - 2022
- [c152]Vincent Hsiao, Dana S. Nau, Rina Dechter:
Fast Fourier Transform Reductions for Bayesian Network Inference. AISTATS 2022: 6445-6458 - [c151]Sakshi Agarwal, Kalev Kask, Alexander Ihler, Rina Dechter:
NeuroBE: Escalating neural network approximations of Bucket Elimination. UAI 2022: 11-21 - [c150]Bobak Pezeshki, Radu Marinescu, Alexander Ihler, Rina Dechter:
AND/OR branch-and-bound for computational protein design optimizing K. UAI 2022: 1602-1612 - [e3]Hector Geffner, Rina Dechter, Joseph Y. Halpern:
Probabilistic and Causal Inference: The Works of Judea Pearl. ACM Books 36, ACM 2022, ISBN 978-1-4503-9586-1 [contents] - 2021
- [c149]Junkyu Lee, Radu Marinescu, Rina Dechter:
Submodel Decomposition Bounds for Influence Diagrams. AAAI 2021: 12147-12157 - [c148]Radu Marinescu, Junkyu Lee, Rina Dechter:
A New Bounding Scheme for Influence Diagrams. AAAI 2021: 12158-12165 - [c147]Vincent Hsiao, Xinyue Pan, Dana S. Nau, Rina Dechter:
Approximating Spatial Evolutionary Games using Bayesian Networks. AAMAS 2021: 1533-1535 - [c146]Yasaman Razeghi, Kalev Kask, Yadong Lu, Pierre Baldi, Sakshi Agarwal, Rina Dechter:
Deep Bucket Elimination. IJCAI 2021: 4235-4242 - 2020
- [c145]Kalev Kask, Bobak Pezeshki, Filjor Broka, Alexander Ihler, Rina Dechter:
Scaling Up AND/OR Abstraction Sampling. IJCAI 2020: 4266-4274 - [c144]Junkyu Lee, Radu Marinescu, Rina Dechter:
Heuristic AND/OR Search for Solving Influence Diagram. SOCS 2020: 127-128
2010 – 2019
- 2019
- [b3]Rina Dechter:
Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms, Second Edition. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2019, ISBN 978-3-031-00455-1 - [c143]Qi Lou, Rina Dechter, Alexander Ihler:
Interleave Variational Optimization with Monte Carlo Sampling: A Tale of Two Approximate Inference Paradigms. AAAI 2019: 7900-7907 - [c142]Radu Marinescu, Akihiro Kishimoto, Adi Botea, Rina Dechter, Alexander Ihler:
Anytime Recursive Best-First Search for Bounding Marginal MAP. AAAI 2019: 7924-7932 - [c141]Radu Marinescu, Rina Dechter:
Counting the Optimal Solutions in Graphical Models. NeurIPS 2019: 12091-12101 - [c140]Junkyu Lee, Radu Marinescu, Alexander Ihler, Rina Dechter:
A Weighted Mini-Bucket Bound for Solving Influence Diagram. UAI 2019: 1159-1168 - 2018
- [j58]Ferdinando Fioretto
, Enrico Pontelli, William Yeoh, Rina Dechter:
Accelerating exact and approximate inference for (distributed) discrete optimization with GPUs. Constraints An Int. J. 23(1): 1-43 (2018) - [j57]Radu Marinescu, Junkyu Lee, Rina Dechter, Alexander Ihler:
AND/OR Search for Marginal MAP. J. Artif. Intell. Res. 63: 875-921 (2018) - [j56]William Lam, Kalev Kask, Javier Larrosa, Rina Dechter:
Subproblem ordering heuristics for AND/OR best-first search. J. Comput. Syst. Sci. 94: 41-62 (2018) - [c139]Junkyu Lee, Alexander Ihler, Rina Dechter:
Generalized Dual Decomposition for Bounding Maximum Expected Utility of Influence Diagrams with Perfect Recall. AAAI Workshops 2018: 674-681 - [c138]Qi Lou, Rina Dechter, Alexander Ihler:
Anytime Anyspace AND/OR Best-First Search for Bounding Marginal MAP. AAAI 2018: 6392-6400 - [c137]Radu Marinescu, Rina Dechter, Alexander Ihler:
Stochastic Anytime Search for Bounding Marginal MAP. IJCAI 2018: 5074-5081 - [c136]Filjor Broka, Rina Dechter, Alexander Ihler, Kalev Kask:
Abstraction Sampling in Graphical Models. UAI 2018: 632-641 - [c135]Qi Lou, Rina Dechter, Alexander Ihler:
Finite-sample Bounds for Marginal MAP. UAI 2018: 725-734 - [c134]Junkyu Lee, Alexander Ihler, Rina Dechter:
Join Graph Decomposition Bounds for Influence Diagrams. UAI 2018: 1053-1062 - 2017
- [j55]Natalia Flerova, Radu Marinescu, Rina Dechter:
Weighted heuristic anytime search: new schemes for optimization over graphical models. Ann. Math. Artif. Intell. 79(1-3): 77-128 (2017) - [j54]Lars Otten, Rina Dechter:
AND/OR Branch-and-Bound on a Computational Grid. J. Artif. Intell. Res. 59: 351-435 (2017) - [j53]William Lam, Kalev Kask, Javier Larrosa, Rina Dechter:
Residual-Guided Look-Ahead in AND/OR Search for Graphical Models. J. Artif. Intell. Res. 60: 287-346 (2017) - [c133]Qi Lou, Rina Dechter, Alexander Ihler:
Anytime Anyspace AND/OR Search for Bounding the Partition Function. AAAI 2017: 860-867 - [c132]Radu Marinescu, Junkyu Lee, Alexander Ihler, Rina Dechter:
Anytime Best+Depth-First Search for Bounding Marginal MAP. AAAI 2017: 3775-3782 - [c131]Qi Lou, Rina Dechter, Alexander Ihler:
Dynamic Importance Sampling for Anytime Bounds of the Partition Function. NIPS 2017: 3196-3204 - 2016
- [j52]Natalia Flerova, Radu Marinescu, Rina Dechter:
Searching for the M Best Solutions in Graphical Models. J. Artif. Intell. Res. 55: 889-952 (2016) - [c130]Rina Dechter, Kalev Kask, William Lam, Javier Larrosa:
Look-Ahead with Mini-Bucket Heuristics for MPE. AAAI 2016: 694-701 - [c129]Junkyu Lee, Radu Marinescu, Rina Dechter, Alexander Ihler:
From Exact to Anytime Solutions for Marginal MAP. AAAI 2016: 3255-3262 - [c128]William Lam, Kalev Kask, Rina Dechter, Javier Larrosa:
On the Impact of Subproblem Orderings on Anytime AND/OR Best-First Search for Lower Bounds. ECAI 2016: 1567-1568 - [c127]Javier Larrosa, Emma Rollon, Rina Dechter:
Limited Discrepancy AND/OR Search and Its Application to Optimization Tasks in Graphical Models. IJCAI 2016: 617-623 - [c126]Rodrigo de Salvo Braz, Ciaran O'Reilly, Vibhav Gogate, Rina Dechter:
Probabilistic Inference Modulo Theories. IJCAI 2016: 3591-3599 - [c125]Junkyu Lee, Radu Marinescu, Rina Dechter:
Applying Search Based Probabilistic Inference Algorithms to Probabilistic Conformant Planning: Preliminary Results. ISAIM 2016 - [i35]Rodrigo de Salvo Braz, Ciaran O'Reilly, Vibhav Gogate, Rina Dechter:
Probabilistic Inference Modulo Theories. CoRR abs/1605.08367 (2016) - [i34]Ferdinando Fioretto, Enrico Pontelli, William Yeoh, Rina Dechter:
Accelerating Exact and Approximate Inference for (Distributed) Discrete Optimization with GPUs. CoRR abs/1608.05288 (2016) - 2015
- [c124]Radu Marinescu, Rina Dechter, Alexander Ihler:
Pushing Forward Marginal MAP with Best-First Search. IJCAI 2015: 696-702 - [c123]Rina Dechter, Levi H. S. Lelis, Lars Otten:
Caching in Context-Minimal OR Spaces. SOCS 2015: 171-175 - [c122]William Lam, Kalev Kask, Rina Dechter:
Empowering Mini-Bucket in Anytime Heuristic Search with Look-Ahead: Preliminary Evaluation. SOCS 2015: 212-213 - 2014
- [c121]Junkyu Lee, Radu Marinescu, Rina Dechter:
Applying Marginal MAP Search to Probabilistic Conformant Planning: Initial Results. StarAI@AAAI 2014 - [c120]Levi H. S. Lelis, Lars Otten, Rina Dechter:
Memory-Efficient Tree Size Prediction for Depth-First Search in Graphical Models. CP 2014: 481-496 - [c119]Lars Otten, Rina Dechter:
Anytime AND/OR Depth-First Search for Combinatorial Optimization - (Extended Abstract). CP 2014: 933-937 - [c118]Natalia Flerova, Radu Marinescu, Rina Dechter:
Weighted Best First Search for Graphical Models. ISAIM 2014 - [c117]Natalia Flerova, Radu Marinescu, Rina Dechter:
Evaluating Weighted DFS Branch and Bound over Graphical Models. SOCS 2014: 71-79 - [c116]William Lam, Kalev Kask, Rina Dechter, Alexander Ihler:
Beyond Static Mini-Bucket: Towards Integrating with Iterative Cost-Shifting Based Dynamic Heuristics. SOCS 2014: 105-113 - [c115]Alon Milchgrub, Rina Dechter:
STLS: Cycle-Cutset-Driven Local Search For MPE. SOCS 2014: 204-205 - [c114]Radu Marinescu, Rina Dechter, Alexander Ihler:
AND/OR Search for Marginal MAP. UAI 2014: 563-572 - [i33]Robert Mateescu, Rina Dechter, Radu Marinescu:
AND/OR Multi-Valued Decision Diagrams (AOMDDs) for Graphical Models. CoRR abs/1401.3448 (2014) - [i32]Robert Mateescu, Kalev Kask, Vibhav Gogate, Rina Dechter:
Join-Graph Propagation Algorithms. CoRR abs/1401.3489 (2014) - [i31]Bozhena Bidyuk, Rina Dechter, Emma Rollon:
Active Tuples-based Scheme for Bounding Posterior Beliefs. CoRR abs/1401.3833 (2014) - 2013
- [b2]Rina Dechter:
Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2013, ISBN 978-3-031-01566-3 - [j51]Mark Silberstein, Omer Weissbrod, Lars Otten, Anna Tzemach, Andrei Anisenia, Oren Shtark, Dvir Tuberg, Eddie Galfrin, Irena Gannon, Adel Shalata, Zvi U. Borochowitz, Rina Dechter, Elizabeth Thompson, Dan Geiger:
A system for exact and approximate genetic linkage analysis of SNP data in large pedigrees. Bioinform. 29(2): 197-205 (2013) - [j50]Mark Silberstein, Omer Weissbrod, Lars Otten, Anna Tzemach, Andrei Anisenia, Oren Shtark, Dvir Tuberg, Eddie Galfrin, Irena Gannon, Adel Shalata, Zvi U. Borochowitz, Rina Dechter, Elizabeth Thompson, Dan Geiger:
A system for exact and approximate genetic linkage analysis of SNP data in large pedigrees. Bioinform. 29(5): 669 (2013) - [c113]Levi H. S. Lelis, Lars Otten, Rina Dechter:
Predicting the Size of Depth-First Branch and Bound Search Trees. IJCAI 2013: 594-600 - [c112]Emma Rollon, Javier Larrosa, Rina Dechter:
Semiring-Based Mini-Bucket Partitioning Schemes. IJCAI 2013: 644-650 - [i30]Rina Dechter, Kalev Kask, Robert Mateescu:
Iterative Join-Graph Propagation. CoRR abs/1301.0564 (2013) - [i29]Rina Dechter, David Ephraim Larkin:
Hybrid Processing of Beliefs and Constraints. CoRR abs/1301.2265 (2013) - [i28]Kalev Kask, Rina Dechter:
Mini-Bucket Heuristics for Improved Search. CoRR abs/1301.6708 (2013) - [i27]Irina Rish, Kalev Kask, Rina Dechter:
Empirical Evaluation of Approximation Algorithms for Probabilistic Decoding. CoRR abs/1301.7409 (2013) - [i26]Rina Dechter, Irina Rish:
A Scheme for Approximating Probabilistic Inference. CoRR abs/1302.1534 (2013) - [i25]Rina Dechter:
Bucket Elimination: A Unifying Framework for Several Probabilistic Inference. CoRR abs/1302.3572 (2013) - [i24]Rina Dechter:
Topological Parameters for Time-Space Tradeoff. CoRR abs/1302.3573 (2013) - [i23]Yousri El Fattah, Rina Dechter:
An Evaluation of Structural Parameters for Probabilistic Reasoning: Results on Benchmark Circuits. CoRR abs/1302.3576 (2013) - [i22]Judea Pearl, Rina Dechter:
Identifying Independencies in Causal Graphs with Feedback. CoRR abs/1302.3595 (2013) - 2012
- [j49]Vibhav Gogate, Rina Dechter:
Importance sampling-based estimation over AND/OR search spaces for graphical models. Artif. Intell. 184-185: 38-77 (2012) - [j48]Lars Otten, Rina Dechter:
Anytime AND/OR depth-first search for combinatorial optimization. AI Commun. 25(3): 211-227 (2012) - [c111]Rina Dechter, Natalia Flerova, Radu Marinescu:
Search Algorithms for m Best Solutions for Graphical Models. AAAI 2012: 1895-1901 - [c110]Lars Otten, Rina Dechter:
Advances in Distributed Branch and Bound. ECAI 2012: 917-918 - [c109]Alexander Ihler, Natalia Flerova, Rina Dechter, Lars Otten:
Join-graph based cost-shifting schemes. UAI 2012: 397-406 - [c108]Lars Otten, Rina Dechter:
A Case Study in Complexity Estimation: Towards Parallel Branch-and-Bound over Graphical Models. UAI 2012: 665-674 - [i21]Kalev Kask, Rina Dechter, Andrew Gelfand:
BEEM : Bucket Elimination with External Memory. CoRR abs/1203.3487 (2012) - [i20]Vibhav Gogate, Rina Dechter:
AND/OR Importance Sampling. CoRR abs/1206.3232 (2012) - [i19]Lars Otten, Rina Dechter:
Bounding Search Space Size via (Hyper)tree Decompositions. CoRR abs/1206.3284 (2012) - [i18]Vibhav Gogate, Bozhena Bidyuk, Rina Dechter:
Studies in Lower Bounding Probabilities of Evidence using the Markov Inequality. CoRR abs/1206.5242 (2012) - [i17]Robert Mateescu, Rina Dechter:
AND/OR Multi-Valued Decision Diagrams (AOMDDs) for Weighted Graphical Models. CoRR abs/1206.5266 (2012) - [i16]Radu Marinescu, Rina Dechter:
Best-First AND/OR Search for Most Probable Explanations. CoRR abs/1206.5268 (2012) - [i15]Bozhena Bidyuk, Rina Dechter:
Cutset Sampling with Likelihood Weighting. CoRR abs/1206.6822 (2012) - [i14]Vibhav Gogate, Rina Dechter, Bozhena Bidyuk, Craig Rindt, James Marca:
Modeling Transportation Routines using Hybrid Dynamic Mixed Networks. CoRR abs/1207.1384 (2012) - [i13]Vibhav Gogate, Rina Dechter:
Approximate Inference Algorithms for Hybrid Bayesian Networks with Discrete Constraints. CoRR abs/1207.1385 (2012) - [i12]Robert Mateescu, Rina Dechter:
The Relationship Between AND/OR Search and Variable Elimination. CoRR abs/1207.1407 (2012) - [i11]Vibhav Gogate, Rina Dechter:
A Complete Anytime Algorithm for Treewidth. CoRR abs/1207.4109 (2012) - [i10]Rina Dechter, Robert Mateescu:
Mixtures of Deterministic-Probabilistic Networks and their AND/OR Search Space. CoRR abs/1207.4119 (2012) - [i9]Bozhena Bidyuk, Rina Dechter:
On finding minimal w-cutset. CoRR abs/1207.4127 (2012) - [i8]Rina Dechter, Thomas S. Richardson:
Proceedings of the Twenty-Second Conference on Uncertainty in Artificial Intelligence (2006). CoRR abs/1208.5160 (2012) - [i7]Alexander Ihler, Natalia Flerova, Rina Dechter, Lars Otten:
Join-graph based cost-shifting schemes. CoRR abs/1210.4878 (2012) - [i6]Lars Otten, Rina Dechter:
A Case Study in Complexity Estimation: Towards Parallel Branch-and-Bound over Graphical Models. CoRR abs/1210.4885 (2012) - [i5]Bozhena Bidyuk, Rina Dechter:
An Empirical Study of w-Cutset Sampling for Bayesian Networks. CoRR abs/1212.2449 (2012) - [i4]Rina Dechter, Robert Mateescu:
A Simple Insight into Iterative Belief Propagation's Success. CoRR abs/1212.2463 (2012) - [i3]Radu Marinescu, Kalev Kask, Rina Dechter:
Systematic vs. Non-systematic Algorithms for Solving the MPE Task. CoRR abs/1212.2505 (2012) - 2011
- [j47]Vibhav Gogate, Rina Dechter:
SampleSearch: Importance sampling in presence of determinism. Artif. Intell. 175(2): 694-729 (2011) - [j46]Vibhav Gogate, Rina Dechter:
Sampling-based lower bounds for counting queries. Intelligenza Artificiale 5(2): 171-188 (2011) - [c107]Kalev Kask, Andrew Gelfand, Lars Otten, Rina Dechter:
Pushing the Power of Stochastic Greedy Ordering Schemes for Inference in Graphical Models. AAAI 2011: 54-60 - [c106]Andrew Gelfand, Kalev Kask, Rina Dechter:
Stopping Rules for Randomized Greedy Triangulation Schemes. AAAI 2011: 1043-1048 - [c105]Natalia Flerova, Emma Rollon, Rina Dechter:
Bucket and Mini-bucket Schemes for M Best Solutions over Graphical Models. GKR 2011: 91-118 - [c104]Lars Otten, Rina Dechter:
Finding Most Likely Haplotypes in General Pedigrees Through Parallel Search with Dynamic Load Balancing. Pacific Symposium on Biocomputing 2011: 26-37 - [c103]Lars Otten, Rina Dechter:
Anytime AND/OR Depth-First Search for Combinatorial Optimization. SOCS 2011: 117-124 - [i2]Bozhena Bidyuk, Rina Dechter:
Cutset Sampling for Bayesian Networks. CoRR abs/1110.2740 (2011) - 2010
- [j45]Radu Marinescu, Rina Dechter:
Evaluating the impact of AND/OR search on 0-1 integer linear programming. Constraints An Int. J. 15(1): 29-63 (2010) - [j44]Robert Mateescu, Kalev Kask, Vibhav Gogate, Rina Dechter:
Join-Graph Propagation Algorithms. J. Artif. Intell. Res. 37: 279-328 (2010) - [j43]Bozhena Bidyuk, Rina Dechter, Emma Rollon:
Active Tuples-based Scheme for Bounding Posterior Beliefs. J. Artif. Intell. Res. 39: 335-371 (2010) - [c102]Emma Rollon, Rina Dechter:
New Mini-Bucket Partitioning Heuristics for Bounding the Probability of Evidence. AAAI 2010: 1199-1204 - [c101]Lars Otten, Rina Dechter:
Toward parallel search for optimization in graphical models. ISAIM 2010 - [c100]Emma Rollon, Rina Dechter:
Evaluating partition strategies for mini-bucket elimination. ISAIM 2010 - [c99]Kalev Kask, Rina Dechter, Andrew Gelfand:
BEEM : Bucket Elimination with External Memory. UAI 2010: 268-276 - [c98]Vibhav Gogate, Rina Dechter:
On Combining Graph-based Variance Reduction schemes. AISTATS 2010: 257-264
2000 – 2009
- 2009
- [j42]Radu Marinescu, Rina Dechter:
AND/OR Branch-and-Bound search for combinatorial optimization in graphical models. Artif. Intell. 173(16-17): 1457-1491 (2009) - [j41]Radu Marinescu, Rina Dechter:
Memory intensive AND/OR search for combinatorial optimization in graphical models. Artif. Intell. 173(16-17): 1492-1524 (2009) - 2008
- [j40]Robert Mateescu, Rina Dechter:
Mixed deterministic and probabilistic networks. Ann. Math. Artif. Intell. 54(1-3): 3-51 (2008) - [j39]Robert Mateescu, Rina Dechter, Radu Marinescu:
AND/OR Multi-Valued Decision Diagrams (AOMDDs) for Graphical Models. J. Artif. Intell. Res. 33: 465-519 (2008) - [c97]Vibhav Gogate, Rina Dechter:
Studies in Solution Sampling. AAAI 2008: 271-276 - [c96]Robert Mateescu, Rina Dechter:
AND/OR Multi-valued Decision Diagrams for Constraint Networks. Concurrency, Graphs and Models 2008: 238-257 - [c95]Vibhav Gogate, Rina Dechter:
Approximate Solution Sampling (and Counting) on AND/OR Spaces. CP 2008: 534-538 - [c94]Lars Otten, Rina Dechter:
Refined Bounds for Instance-Based Search Complexity of Counting and Other #P Problems. CP 2008: 576-581 - [c93]Maria Silvia Pini, Francesca Rossi, Kristen Brent Venable, Rina Dechter:
Robust Solutions in Unstable Optimization Problems. CSCLP 2008: 116-131 - [c92]Rina Dechter, Lars Otten, Radu Marinescu:
On the Practical Significance of Hypertree vs. TreeWidth. ECAI 2008: 913-914 - [c91]Adnan Darwiche, Rina Dechter:
Evaluating probabilistic reasoning systems. BMA 2008 - [c90]Vibhav Gogate, Rina Dechter:
AND/OR Importance Sampling. UAI 2008: 212-219 - [c89]Lars Otten, Rina Dechter:
Bounding Search Space Size via (Hyper)tree Decompositions. UAI 2008: 452-459 - 2007
- [j38]Rina Dechter, Robert Mateescu:
AND/OR search spaces for graphical models. Artif. Intell. 171(2-3): 73-106 (2007) - [j37]Bozhena Bidyuk, Rina Dechter:
Cutset Sampling for Bayesian Networks. J. Artif. Intell. Res. 28: 1-48 (2007) - [c88]Vibhav Gogate, Rina Dechter:
Approximate Counting by Sampling the Backtrack-free Search Space. AAAI 2007: 198-203 - [c87]Radu Marinescu, Rina Dechter:
Best-First AND/OR Search for Graphical Models. AAAI 2007: 1171-1176 - [c86]Robert Mateescu, Radu Marinescu, Rina Dechter:
AND/OR Multi-valued Decision Diagrams for Constraint Optimization. CP 2007: 498-513 - [c85]Radu Marinescu, Rina Dechter:
Best-First AND/OR Search for 0/1 Integer Programming. CPAIOR 2007: 171-185 - [c84]Robert Mateescu, Rina Dechter:
A Comparison of Time-Space Schemes for Graphical Models. IJCAI 2007: 2346-2352 - [c83]Vibhav Gogate, Bozhena Bidyuk, Rina Dechter:
Studies in Lower Bounding Probabilities of Evidence using the Markov Inequality. UAI 2007: 141-148 - [c82]Radu Marinescu, Rina Dechter:
Best-First AND/OR Search for Most Probable Explanations. UAI 2007: 259-266 - [c81]Robert Mateescu, Rina Dechter:
AND/OR Multi-Valued Decision Diagrams (AOMDDs) for Weighted Graphical Models. UAI 2007: 276-284 - [c80]Vibhav Gogate, Rina Dechter:
SampleSearch: A Scheme that Searches for Consistent Samples. AISTATS 2007: 147-154 - 2006
- [c79]Bozhena Bidyuk, Rina Dechter:
An Anytime Scheme for Bounding Posterior Beliefs. AAAI 2006: 1095-1100 - [c78]Radu Marinescu, Rina Dechter:
Memory Intensive Branch-and-Bound Search for Graphical Models. AAAI 2006: 1200-1205 - [c77]Robert Mateescu, Rina Dechter:
Compiling Constraint Networks into AND/OR Multi-valued Decision Diagrams (AOMDDs). CP 2006: 329-343 - [c76]Vibhav Gogate, Rina Dechter:
A New Algorithm for Sampling CSP Solutions Uniformly at Random. CP 2006: 711-715 - [c75]Radu Marinescu, Rina Dechter:
AND/OR Branch-and-Bound Search for Pure 0/1 Integer Linear Programming Problems. CPAIOR 2006: 152-166 - [c74]Radu Marinescu, Rina Dechter:
Dynamic Orderings for AND/OR Branch-and-Bound Search in Graphical Models. ECAI 2006: 138-142 - [c73]Bozhena Bidyuk, Rina Dechter:
Improving Bound Propagation. ECAI 2006: 342-346 - [c72]Bozhena Bidyuk, Rina Dechter:
Cutset Sampling with Likelihood Weighting. UAI 2006 - [r1]Rina Dechter:
Tractable Structures for Constraint Satisfaction Problems. Handbook of Constraint Programming 2006: 209-244 - 2005
- [j36]Kalev Kask, Rina Dechter, Javier Larrosa, Avi Dechter:
Unifying tree decompositions for reasoning in graphical models. Artif. Intell. 166(1-2): 165-193 (2005) - [c71]Radu Marinescu, Rina Dechter:
AND/OR Branch-and-Bound for Solving Mixed Integer Linear Programming Problems. CP 2005: 857 - [c70]Robert Mateescu, Rina Dechter:
AND/OR Search Spaces and the Semantic Width of Constraint Networks. CP 2005: 860 - [c69]Radu Marinescu, Rina Dechter:
AND/OR Branch-and-Bound for Graphical Models. IJCAI 2005: 224-229 - [c68]Robert Mateescu, Rina Dechter:
AND/OR Cutset Conditioning. IJCAI 2005: 230-235 - [c67]Vibhav Gogate, Rina Dechter:
Approximate Inference Algorithms for Hybrid Bayesian Networks with Discrete Constraints. UAI 2005: 209-216 - [c66]Vibhav Gogate, Rina Dechter, Bozhena Bidyuk, Craig Rindt, James Marca:
Modeling Transportation Routines using Hybrid Dynamic Mixed Networks. UAI 2005: 217-224 - [c65]Robert Mateescu, Rina Dechter:
The Relationship Between AND/OR Search and Variable Elimination. UAI 2005: 380-387 - 2004
- [c64]Kalev Kask, Rina Dechter, Vibhav Gogate:
Counting-Based Look-Ahead Schemes for Constraint Satisfaction. CP 2004: 317-331 - [c63]Rina Dechter, Robert Mateescu:
The Impact of AND/OR Search Spaces on Constraint Satisfaction and Counting. CP 2004: 731-736 - [c62]Kalev Kask, Rina Dechter, Vibhav Gogate:
New Look-Ahead Schemes for Constraint Satisfaction. AI&M 2004 - [c61]Rina Dechter:
Constraints and Probabilistic Networks: A Look At The Interface. LPNMR 2004: 1 - [c60]Bozhena Bidyuk, Rina Dechter:
On Finding Minimal w-cutset. UAI 2004: 43-50 - [c59]Rina Dechter, Robert Mateescu:
Mixtures of Deterministic-Probabilistic Networks and their AND/OR Search Space. UAI 2004: 120-129 - [c58]Vibhav Gogate, Rina Dechter:
A Complete Anytime Algorithm for Treewidth. UAI 2004: 201-208 - 2003
- [b1]Rina Dechter:
Constraint processing. Elsevier Morgan Kaufmann 2003, ISBN 978-1-55860-890-0, pp. I-XX, 1-481 - [j35]Rina Dechter:
Guest Editorial. Constraints An Int. J. 8(3): 227-228 (2003) - [j34]Javier Larrosa, Rina Dechter:
Boosting Search with Variable Elimination in Constraint Optimization and Constraint Satisfaction Problems. Constraints An Int. J. 8(3): 303-326 (2003) - [j33]Rina Dechter, Irina Rish:
Mini-buckets: A general scheme for bounded inference. J. ACM 50(2): 107-153 (2003) - [c57]Bozhena Bidyuk, Rina Dechter:
Cycle-Cutset Sampling for Bayesian Networks. AI 2003: 297-312 - [c56]David Larkin, Rina Dechter:
Bayesian Inference in the Presence of Determinism. AISTATS 2003: 187-194 - [c55]Bozhena Bidyuk, Rina Dechter:
An Empirical Study of w-Cutset Sampling for Bayesian Networks. UAI 2003: 37-46 - [c54]Rina Dechter, Robert Mateescu:
A Simple Insight into Iterative Belief Propagation's Success. UAI 2003: 175-183 - [c53]Radu Marinescu, Kalev Kask, Rina Dechter:
Systematic vs. Non-systematic Algorithms for Solving the MPE Task. UAI 2003: 394-402 - 2002
- [j32]Rina Dechter, Daniel Frost:
Backjump-based backtracking for constraint satisfaction problems. Artif. Intell. 136(2): 147-188 (2002) - [c52]Rina Dechter, Kalev Kask, Eyal Bin, Roy Emek:
Generating Random Solutions for Constraint Satisfaction Problems. AAAI/IAAI 2002: 15-21 - [c51]Robert Mateescu, Rina Dechter, Kalev Kask:
Tree Approximation for Belief Updating. AAAI/IAAI 2002: 553-559 - [c50]Rina Dechter, Kalev Kask, Robert Mateescu:
Iterative Join-Graph Propagation. UAI 2002: 128-136 - [e2]Rina Dechter, Michael J. Kearns, Richard S. Sutton:
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada. AAAI Press / The MIT Press 2002 [contents] - 2001
- [j31]Rina Dechter, Yousri El Fattah:
Topological parameters for time-space tradeoff. Artif. Intell. 125(1-2): 93-118 (2001) - [j30]Weixiong Zhang, Rina Dechter, Richard E. Korf:
Heuristic search in artificial intelligence. Artif. Intell. 129(1-2): 1-4 (2001) - [j29]Kalev Kask, Rina Dechter:
A general scheme for automatic generation of search heuristics from specification dependencies. Artif. Intell. 129(1-2): 91-131 (2001) - [c49]Rina Dechter, Kalev Kask, Javier Larrosa:
A General Scheme for Multiple Lower Bound Computation in Constraint Optimization. CP 2001: 346-360 - [c48]Rina Dechter, David Larkin:
Hybrid Processing of Beliefs and Constraints. UAI 2001: 112-119 - 2000
- [j28]Irina Rish, Rina Dechter:
Resolution versus Search: Two Strategies for SAT. J. Autom. Reason. 24(1/2): 225-275 (2000) - [c47]Robert Menke, Rina Dechter:
An Implementation of the Combinatorial Auction Problem in ECLiPSe. AAAI/IAAI 2000: 1084 - [c46]Rina Dechter:
A New Perspective on Algorithms for Optimizing Policies under Uncertainty. AIPS 2000: 72-81 - [e1]Rina Dechter:
Principles and Practice of Constraint Programming - CP 2000, 6th International Conference, Singapore, September 18-21, 2000, Proceedings. Lecture Notes in Computer Science 1894, Springer 2000, ISBN 3-540-41053-8 [contents]
1990 – 1999
- 1999
- [j27]Rina Dechter:
Bucket Elimination: A Unifying Framework for Reasoning. Artif. Intell. 113(1-2): 41-85 (1999) - [j26]Daniel Frost, Rina Dechter:
Maintenance scheduling problems as benchmarks for constraint algorithms. Ann. Math. Artif. Intell. 26(1-4): 149-170 (1999) - [j25]Zeev Collin, Rina Dechter, Shmuel Katz:
Self-Stabilizing Distributed Constraint Satisfaction. Chic. J. Theor. Comput. Sci. 1999 (1999) - [c45]Kalev Kask, Rina Dechter:
Stochastic local search for Bayesian network. AISTATS 1999 - [c44]Kalev Kask, Rina Dechter:
Branch and Bound with Mini-Bucket Heuristics. IJCAI 1999: 426-435 - [c43]Kalev Kask, Rina Dechter:
Mini-Bucket Heuristics for Improved Search. UAI 1999: 314-323 - 1998
- [c42]Daniel Frost, Rina Dechter:
Optimizing with Constraints: A Case Study in Scheduling Maintenance of Electric Power Units. CP 1998: 469 - [c41]Irina Rish, Kalev Kask, Rina Dechter:
Empirical Evaluation of Approximation Algorithms for Probabilistic Decoding. UAI 1998: 455-463 - [p1]Rina Dechter:
Bucket Elimination: A Unifying Framework for Probabilistic Inference. Learning in Graphical Models 1998: 75-104 - 1997
- [j24]Eddie Schwalb, Rina Dechter:
Processing Disjunctions in Temporal Constraint Networks. Artif. Intell. 93: 29-61 (1997) - [j23]Rina Dechter:
Bucket Elimination: a Unifying Framework for Processing Hard and Soft Constraints. Constraints An Int. J. 2(1): 51-55 (1997) - [j22]Peter van Beek, Rina Dechter:
Constraint tightness and looseness versus local and global consistency. J. ACM 44(4): 549-566 (1997) - [j21]Rina Dechter, Peter van Beek:
Local and Global Relational Consistency. Theor. Comput. Sci. 173(1): 283-308 (1997) - [c40]Rina Dechter:
Mini-Buckets: A General Scheme for Generating Approximations in Automated Reasoning. IJCAI 1997: 1297-1303 - [c39]Arun K. Jagota, Rina Dechter:
Simple distributed algorithms for the cycle cutset problem. SAC 1997: 366-373 - [c38]Rina Dechter, Irina Rish:
A Scheme for Approximating Probabilistic Inference. UAI 1997: 132-141 - 1996
- [j20]Rina Dechter, Avi Dechter:
Structure-Driven Algorithms for Truth Maintenance. Artif. Intell. 82(1-2): 1-2 (1996) - [j19]Rachel Ben-Eliyahu, Rina Dechter:
Default Reasoning Using Classical Logic. Artif. Intell. 84(1-2): 113-150 (1996) - [j18]Itay Meiri, Rina Dechter, Judea Pearl:
Uncovering Trees in Constraint Networks. Artif. Intell. 86(2): 245-267 (1996) - [j17]Rachel Ben-Eliyahu, Rina Dechter:
On Computing Minimal Models. Ann. Math. Artif. Intell. 18(1): 3-27 (1996) - [j16]Rina Dechter:
Bucket Elimination: A Unifying Framework for Processing Hard and Soft Constraints. ACM Comput. Surv. 28(4es): 61 (1996) - [c37]Kalev Kask, Rina Dechter:
A Graph-Based Method for Improving GSAT. AAAI/IAAI, Vol. 1 1996: 350-355 - [c36]Daniel Frost, Rina Dechter:
Looking at Full Looking Ahead. CP 1996: 539-540 - [c35]Irina Rish, Rina Dechter:
To Guess or to Think? Hybrid Algorithms for SAT (Extended Abstract). CP 1996: 555-556 - [c34]Eddie Schwalb, Rina Dechter:
Processing Disjunctions of Temporal Constraints. TIME 1996: 30-35 - [c33]Rina Dechter:
Bucket elimination: A unifying framework for probabilistic inference. UAI 1996: 211-219 - [c32]Rina Dechter:
Topological parameters for time-space tradeoff. UAI 1996: 220-227 - [c31]Yousri El Fattah, Rina Dechter:
An evaluation of structural parameters for probabilistic reasoning: Results on benchmark circuits. UAI 1996: 244-251 - [c30]Judea Pearl, Rina Dechter:
Identifying Independencies in Causal Graphs with Feedback. UAI 1996: 420-426 - 1995
- [j15]Peter van Beek, Rina Dechter:
On the Minimality and Decomposability of Row-Convex Constraint Networks. J. ACM 42(3): 543-561 (1995) - [j14]Gadi Pinkas, Rina Dechter:
Improving Connectionist Energy Minimization. J. Artif. Intell. Res. 3: 223-248 (1995) - [c29]Rina Dechter, Peter van Beek:
Local and Global Relational Consistency. CP 1995: 240-257 - [c28]Daniel Frost, Rina Dechter:
Look-Ahead Value Ordering for Constraint Satisfaction Problems. IJCAI (1) 1995: 572-578 - [c27]Kalev Kask, Rina Dechter:
GSAT and Local Consistency. IJCAI (1) 1995: 616-623 - [c26]Yousri El Fattah, Rina Dechter:
Diagnosing Tree-Decomposable Circuits. IJCAI 1995: 1742-1749 - [c25]Eugene C. Freuder, Rina Dechter, Matthew L. Ginsberg, Bart Selman, Edward P. K. Tsang:
Systematic Versus Stochastic Constraint Satisfaction. IJCAI 1995: 2027-2032 - [i1]Gadi Pinkas, Rina Dechter:
Improving Connectionist Energy Minimization. CoRR abs/cs/9510102 (1995) - 1994
- [j13]Rina Dechter, Itay Meiri:
Experimental Evaluation of Preprocessing Algorithms for Constraint Satisfaction Problems. Artif. Intell. 68(2): 211-241 (1994) - [j12]Rachel Ben-Eliyahu, Rina Dechter:
Propositional Semantics for Disjunctive Logic Programs. Ann. Math. Artif. Intell. 12(1-2): 53-87 (1994) - [c24]Daniel Frost, Rina Dechter:
Dead-End Driven Learning. AAAI 1994: 294-300 - [c23]Daniel Frost, Rina Dechter:
In Search of the Best Constraint Satisfaction Search. AAAI 1994: 301-306 - [c22]Eddie Schwalb, Kalev Kask, Rina Dechter:
Temporal Reasoning with Constraints on Fluents and Events. AAAI 1994: 1067-1072 - [c21]Rina Dechter, Irina Rish:
Directional Resolution: The Davis-Putnam Procedure, Revisited. KR 1994: 134-145 - [c20]Peter van Beek, Rina Dechter:
Constraint Tightness versus Global Consistency. KR 1994: 572-582 - 1993
- [c19]Rachel Ben-Eliyahu, Rina Dechter:
On Computing Minimal Models. AAAI 1993: 2-8 - [c18]Eddie Schwalb, Rina Dechter:
Coping With Disjunctions in Temporal Constraint Satisfaction Problems. AAAI 1993: 127-132 - 1992
- [j11]Rina Dechter:
From Local to Global Consistency. Artif. Intell. 55(1): 87-108 (1992) - [j10]Rina Dechter, Judea Pearl:
Structure Identification in Relational Data. Artif. Intell. 58(1-3): 237-270 (1992) - [c17]Gadi Pinkas, Rina Dechter:
An Improved Connectionist Activation Function for Energy Minimization. AAAI 1992: 434-439 - [c16]Rachel Ben-Eliyahu, Rina Dechter:
Propositional Sematics for Disjunctive Logic Programs. JICSLP 1992: 813-827 - 1991
- [j9]Rina Dechter, Itay Meiri, Judea Pearl:
Temporal Constraint Networks. Artif. Intell. 49(1-3): 61-95 (1991) - [c15]Rachel Ben-Eliyahu, Rina Dechter:
Default Logic, Propositional Logic, and Constraints. AAAI 1991: 379-385 - [c14]Zeev Collin, Rina Dechter, Shmuel Katz:
On the Feasibility of Distributed Constraint Satisfaction. IJCAI 1991: 318-324 - [c13]Rina Dechter, Judea Pearl:
Directed Constraint Networks: A Relational Framework for Causal Modeling. IJCAI 1991: 1164-1170 - 1990
- [j8]Rina Dechter:
Enhancement Schemes for Constraint Processing: Backjumping, Learning, and Cutset Decomposition. Artif. Intell. 41(3): 273-312 (1990) - [j7]Rina Dechter:
Decomposing a Relation into a Tree of Binary Relations. J. Comput. Syst. Sci. 41(1): 2-24 (1990) - [c12]Itay Meiri, Judea Pearl, Rina Dechter:
Tree Decomposition with Applications to Constraint Processing. AAAI 1990: 10-16 - [c11]Rina Dechter:
On the Expressiveness of Networks with Hidden Variables. AAAI 1990: 556-562
1980 – 1989
- 1989
- [j6]Rina Dechter, Judea Pearl:
Tree Clustering for Constraint Networks. Artif. Intell. 38(3): 353-366 (1989) - [j5]Avi Dechter, Rina Dechter:
On the Greedy Solution of Ordering Problems. INFORMS J. Comput. 1(3): 181-189 (1989) - [c10]Judea Pearl, Rina Dechter:
Learning Structure from Data: A Survey. COLT 1989: 230-244 - [c9]Rina Dechter, Itay Meiri:
Experimental Evaluation of Preprocessing Techniques in Constraint Satisfaction Problems. IJCAI 1989: 271-277 - [c8]Rina Dechter, Itay Meiri, Judea Pearl:
Temporal Constraint Networks. KR 1989: 83-93 - 1988
- [c7]Rina Dechter, Avi Dechter:
Belief Maintenance in Dynamic Constraint Networks. AAAI 1988: 37-42 - [c6]Rina Dechter, Judea Pearl:
Tree-Clustering Schemes for Constraint-Processing. AAAI 1988: 150-154 - 1987
- [j4]Rina Dechter, Judea Pearl:
Network-Based Heuristics for Constraint-Satisfaction Problems. Artif. Intell. 34(1): 1-38 (1987) - [c5]Avi Dechter, Rina Dechter:
Removing Redundancies in Constraint Networks. AAAI 1987: 105-109 - [c4]Rina Dechter:
Decomposing an N-ary Relation into a Tree of Binary Relations. PODS 1987: 185-189 - 1986
- [j3]Rina Dechter, Leonard Kleinrock:
Broadcast Communications and Distributed Algorithms. IEEE Trans. Computers 35(3): 210-219 (1986) - [c3]Rina Dechter:
Learning While Searching in Constraint-Satisfaction-Problems. AAAI 1986: 178-185 - 1985
- [j2]Rina Dechter, Judea Pearl:
Generalized Best-First Search Strategies and the Optimality of A*. J. ACM 32(3): 505-536 (1985) - [c2]Rina Dechter, Judea Pearl:
The Anatomy of Easy Problems: A Constraint-Satisfaction Formulation. IJCAI 1985: 1066-1072 - 1983
- [c1]Rina Dechter, Judea Pearl:
The Optimality of A* Revisited. AAAI 1983: 95-99 - 1980
- [j1]Nam Huyn, Rina Dechter, Judea Pearl:
Probabilistic Analysis of the Complexity of A*. Artif. Intell. 15(3): 241-254 (1980)
Coauthor Index
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