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2020 – today
- 2024
[c18]Samarth Gupta, Saurabh Amin:
Uncertainty informed optimal resource allocation with Gaussian process based Bayesian inference. L4DC 2024: 796-812- 2023
- [j9]Haoya Li
, Samarth Gupta, Hsiang-Fu Yu, Lexing Ying, Inderjit S. Dhillon:
Approximate Newton Policy Gradient Algorithms. SIAM J. Sci. Comput. 45(5): 2585- (2023) - [j8]Samarth Gupta, Jinhang Zuo, Carlee Joe-Wong, Gauri Joshi, Osman Yagan:
Correlated Combinatorial Bandits for Online Resource Allocation. SIGMETRICS Perform. Evaluation Rev. 50(4): 20-22 (2023) - [c17]Ananya Aggarwal, Samarth Gupta, Vanshita Varshney, Shruti Jaiswal:
Heart Failure Prediction Using Different Machine Learning Algorithms. IC3 2023: 352-360 - [i11]Samarth Gupta, Saurabh Amin:
Uncertainty Informed Optimal Resource Allocation with Gaussian Process based Bayesian Inference. CoRR abs/2307.00032 (2023) - 2022
- [c16]Samarth Gupta, Jinhang Zuo, Carlee Joe-Wong, Gauri Joshi, Osman Yagan:
Correlated combinatorial bandits for online resource allocation. MobiHoc 2022: 91-100 - [c15]Samarth Gupta, Saurabh Amin:
Scalable design of Error-Correcting Output Codes using Discrete Optimization with Graph Coloring. NeurIPS 2022 - 2021
- [j7]Samarth Gupta, Gauri Joshi, Osman Yagan:
Best-Arm Identification in Correlated Multi-Armed Bandits. IEEE J. Sel. Areas Inf. Theory 2(2): 549-563 (2021) - [j6]Samarth Gupta, Shreyas Chaudhari, Gauri Joshi, Osman Yagan:
Multi-Armed Bandits With Correlated Arms. IEEE Trans. Inf. Theory 67(10): 6711-6732 (2021) - [c14]Samarth Gupta, Shreyas Chaudhari, Subhojyoti Mukherjee, Gauri Joshi, Osman Yagan:
A Unified Approach to Translate Classical Bandit Algorithms to Structured Bandits. ICASSP 2021: 3360-3364 - [c13]Samarth Gupta, Saurabh Amin:
Integer programming-based error-correcting output code design for robust classification. UAI 2021: 1724-1734 - [i10]Samarth Gupta, Gauri Joshi, Osman Yagan:
Best-Arm Identification in Correlated Multi-Armed Bandits. CoRR abs/2109.04941 (2021) - [i9]Haoya Li, Samarth Gupta, Hsiang-Fu Yu, Lexing Ying, Inderjit S. Dhillon:
Quasi-Newton policy gradient algorithms. CoRR abs/2110.02398 (2021) - 2020
- [j5]Samarth Gupta, Shreyas Chaudhari, Subhojyoti Mukherjee, Gauri Joshi, Osman Yagan:
A Unified Approach to Translate Classical Bandit Algorithms to the Structured Bandit Setting. IEEE J. Sel. Areas Inf. Theory 1(3): 840-853 (2020) - [c12]Yae Jee Cho, Samarth Gupta, Gauri Joshi, Osman Yagan:
Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning. ACSSC 2020: 1066-1069 - [c11]Samarth Gupta, Gauri Joshi, Osman Yagan:
Correlated Multi-Armed Bandits with A Latent Random Source. ICASSP 2020: 3572-3576 - [c10]Samarth Gupta:
Real Time Face Recognition on an Edge Computing Device. ICSCA 2020: 110-113 - [c9]Samarth Gupta, Yuan Xue, Yifu Ding, Daniel Vanselow, Maksim Yakovlev, Damian B. van Rossum, Sharon X. Huang, Keith C. Cheng:
Supervised machine learning for region assignment of zebrafish brain nuclei based on computational assessment of cell neighborhoods. Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 113170T - [i8]Samarth Gupta, Saurabh Amin:
Integer Programming-based Error-Correcting Output Code Design for Robust Classification. CoRR abs/2011.00144 (2020) - [i7]Yae Jee Cho, Samarth Gupta, Gauri Joshi, Osman Yagan:
Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning. CoRR abs/2012.08009 (2020)
2010 – 2019
- 2019
- [j4]Samarth Gupta, Sharayu Moharir:
Effect of Recommendations on Serving Content with Unknown Demand. ACM Trans. Model. Perform. Evaluation Comput. Syst. 4(1): 4:1-4:22 (2019) - [i6]Samarth Gupta, Ravi Seshadri, Bilge Atasoy, A. Arun Prakash, Francisco C. Pereira, Gary Tan, Moshe E. Ben-Akiva:
Real-Time Predictive Control Strategy Optimization. CoRR abs/1901.04571 (2019) - [i5]Samarth Gupta, Shreyas Chaudhari, Gauri Joshi, Osman Yagan:
Multi-Armed Bandits with Correlated Arms. CoRR abs/1911.03959 (2019) - 2018
- [j3]Seth N. Hetu, Samarth Gupta, Vinh-An Vu, Gary Tan:
A simulation framework for crisis management: Design and use. Simul. Model. Pract. Theory 85: 15-32 (2018) - [c8]Samarth Gupta, Gauri Joshi, Osman Yagan:
Active Distribution Learning from Indirect Samples. Allerton 2018: 1012-1019 - [c7]Sarthak Katyal, Sanjay Kumar, Ronak Sakhuja, Samarth Gupta:
Object Detection in Foggy Conditions by Fusion of Saliency Map and YOLO. ICST 2018: 154-159 - [i4]Samarth Gupta, Gauri Joshi, Osman Yagan:
Active Distribution Learning from Indirect Samples. CoRR abs/1808.05334 (2018) - [i3]Samarth Gupta, Gauri Joshi, Osman Yagan:
Correlated Multi-armed Bandits with a Latent Random Source. CoRR abs/1808.05904 (2018) - [i2]Samarth Gupta, Gauri Joshi, Osman Yagan:
Exploiting Correlation in Finite-Armed Structured Bandits. CoRR abs/1810.08164 (2018) - 2017
- [c6]Samarth Gupta, Sharayu Moharir:
Request patterns and caching for VoD services with recommendation systems. COMSNETS 2017: 31-38 - [c5]Samarth Gupta, Sharayu Moharir:
Modeling Request Patterns in VoD Services with Recommendation Systems. COMSNETS (Revised Selected Papers and Invited Papers) 2017: 307-334 - [c4]Samarth Gupta, Sharayu Moharir:
Effect of Recommendations on Serving Content with Unknown Demand. MobiHoc 2017: 35:1-35:2 - 2016
- [j2]Satish Grandhi, Bo Yang, Christian Spagnol, Samarth Gupta, Emanuel M. Popovici:
An EDA Framework for Reliability Estimation and Optimization of Combinational Circuits. J. Low Power Electron. 12(3): 242-258 (2016) - [c3]Samarth Gupta, Vikas Upadhyaya:
Automated vehicle detection using optical fiber communication. IEEE SENSORS 2016: 1-3 - [c2]Jaemin Son, Samarth Gupta, Gary Tan:
Bayesian Optimization in High Dimensional Input Space. SimuTools 2016: 18-27 - [i1]Samarth Gupta, Sharayu Moharir:
Request Patterns and Caching for VoD Services with Recommendation Systems. CoRR abs/1609.02391 (2016) - 2015
- [c1]Samarth Gupta, Gary Tan:
A scalable parallel implementation of Evolutionary Algorithms for Multi-Objective optimization on GPUs. CEC 2015: 1567-1574 - 2011
- [j1]Arun Sharma, Samarth Gupta:
A few useful considerations in the development of intra-day trading software: comparing indian intra-day trading software with foreign software. ACM SIGSOFT Softw. Eng. Notes 36(4): 1-5 (2011)
Coauthor Index
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