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2020 – today
- 2024
[j17]Debojyoti Dutta, Sai Pranshu Tumukunta
, N. R. Sivaraaj, K. K. Abdul Majeed:
Exploring the Landscape of Phase-Locked Loop Architectures: A Comprehensive Review. IEEE Access 12: 125523-125543 (2024)- [i20]Bertie Vidgen, Adarsh Agrawal, Ahmed M. Ahmed, Victor Akinwande, Namir Al-Nuaimi, Najla Alfaraj, Elie Alhajjar, Lora Aroyo, Trupti Bavalatti, Borhane Blili-Hamelin, Kurt D. Bollacker, Rishi Bomassani, Marisa Ferrara Boston, Siméon Campos, Kal Chakra, Canyu Chen, Cody Coleman, Zacharie Delpierre Coudert, Leon Derczynski, Debojyoti Dutta, Ian Eisenberg, James Ezick, Heather Frase, Brian Fuller, Ram Gandikota, Agasthya Gangavarapu, Ananya Gangavarapu, James Gealy, Rajat Ghosh, James Goel, Usman Gohar, Subhra S. Goswami, Scott A. Hale, Wiebke Hutiri, Joseph Marvin Imperial, Surgan Jandial, Nick Judd, Felix Juefei-Xu, Foutse Khomh, Bhavya Kailkhura, Hannah Rose Kirk, Kevin Klyman, Chris Knotz, Michael Kuchnik, Shachi H. Kumar, Chris Lengerich, Bo Li, Zeyi Liao, Eileen Peters Long, Victor Lu, Yifan Mai, Priyanka Mary Mammen, Kelvin Manyeki, Sean McGregor, Virendra Mehta, Shafee Mohammed, Emanuel Moss, Lama Nachman, Dinesh Jinenhally Naganna, Amin Nikanjam, Besmira Nushi, Luis Oala, Iftach Orr, Alicia Parrish, Cigdem Patlak, William Pietri, Forough Poursabzi-Sangdeh, Eleonora Presani, Fabrizio Puletti, Paul Röttger, Saurav Sahay, Tim Santos, Nino Scherrer, Alice Schoenauer Sebag, Patrick Schramowski, Abolfazl Shahbazi, Vin Sharma, Xudong Shen, Vamsi Sistla, Leonard Tang, Davide Testuggine, Vithursan Thangarasa, Elizabeth Anne Watkins, Rebecca Weiss, Chris Welty, Tyler Wilbers, Adina Williams, Carole-Jean Wu, Poonam Yadav, Xianjun Yang, Yi Zeng, Wenhui Zhang, Fedor Zhdanov, Jiacheng Zhu, Percy Liang, Peter Mattson, Joaquin Vanschoren:
Introducing v0.5 of the AI Safety Benchmark from MLCommons. CoRR abs/2404.12241 (2024) - [i19]Amrit Khera, Rajat Ghosh, Debojyoti Dutta:
Efficient Alignment of Large Language Models via Data Sampling. CoRR abs/2411.10545 (2024) - [i18]Vaishnavi Bhargava, Rajat Ghosh, Debojyoti Dutta:
CPP-UT-Bench: Can LLMs Write Complex Unit Tests in C++? CoRR abs/2412.02735 (2024) - 2023
- [j16]Alexandros Karargyris, Renato Umeton, Micah J. Sheller, Alejandro Aristizabal, Johnu George, Anna Wuest, Sarthak Pati, Hasan Kassem, Maximilian Zenk, Ujjwal Baid, Prakash Narayana Moorthy, Alexander Chowdhury, Junyi Guo, Sahil S. Nalawade, Jacob Rosenthal, David Kanter, Maria Xenochristou, Daniel J. Beutel, Verena Chung, Timothy Bergquist, James A. Eddy, Abubakar Abid, Lewis Tunstall, Omar Sanseviero, Dimitrios Dimitriadis, Yiming Qian, Xinxing Xu, Yong Liu, Rick Siow Mong Goh, Srini Bala, Victor Bittorf, Sreekar Reddy Puchala, Biagio Ricciuti, Soujanya Samineni, Eshna Sengupta, Akshay Chaudhari, Cody Coleman, Bala Desinghu, Gregory F. Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Xinyuan Huang, Satyananda Kashyap, Nicholas D. Lane, Indranil Mallick, Pietro Mascagni, Virendra Mehta, Cassiano Ferro Moraes, Vivek Natarajan, Nikola Nikolov, Nicolas Padoy, Gennady Pekhimenko, Vijay Janapa Reddi, G. Anthony Reina, Pablo Ribalta, Abhishek Singh, Jayaraman J. Thiagarajan, Jacob Albrecht, Thomas Wolf, Geralyn Miller, Huazhu Fu, Prashant Shah, Daguang Xu, Poonam Yadav, David Talby, Mark M. Awad, Jeremy P. Howard, Michael Rosenthal, Luigi Marchionni, Massimo Loda, Jason M. Johnson, Spyridon Bakas, Peter Mattson:
Federated benchmarking of medical artificial intelligence with MedPerf. Nat. Mac. Intell. 5(7): 799-810 (2023) - [c22]Ajay Dholakia, David Ellison, Miro Hodak, Debojyoti Dutta, Carsten Binnig:
Benchmarking Generative AI Performance Requires a Holistic Approach. TPCTC 2023: 34-43 - [i17]Luis Oala, Manil Maskey, Lilith Bat-Leah, Alicia Parrish, Nezihe Merve Gürel, Tzu-Sheng Kuo, Yang Liu, Rotem Dror, Danilo Brajovic, Xiaozhe Yao, Max Bartolo, William Gaviria Rojas, Ryan Hileman, Rainier Aliment, Michael W. Mahoney, Meg Risdal, Matthew Lease, Wojciech Samek, Debojyoti Dutta, Curtis G. Northcutt, Cody Coleman, Braden Hancock, Bernard Koch, Girmaw Abebe Tadesse, Bojan Karlas, Ahmed M. Alaa, Adji Bousso Dieng, Natasha F. Noy, Vijay Janapa Reddi, James Zou, Praveen K. Paritosh, Mihaela van der Schaar, Kurt D. Bollacker, Lora Aroyo, Ce Zhang, Joaquin Vanschoren, Isabelle Guyon, Peter Mattson:
DMLR: Data-centric Machine Learning Research - Past, Present and Future. CoRR abs/2311.13028 (2023) - 2022
- [c21]Ajay Dholakia, David Ellison, Miro Hodak, Debojyoti Dutta:
Benchmarking Considerations for Trustworthy and Responsible AI (Panel). TPCTC 2022: 110-119 - [i16]Rajat Ghosh, Debojyoti Dutta:
Data-Driven Evaluation of Training Action Space for Reinforcement Learning. CoRR abs/2204.03840 (2022) - 2021
- [i15]Alexandros Karargyris, Renato Umeton, Micah J. Sheller, Alejandro Aristizabal, Johnu George, Srini Bala, Daniel J. Beutel, Victor Bittorf, Akshay Chaudhari, Alexander Chowdhury, Cody Coleman, Bala Desinghu, Gregory F. Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Junyi Guo, Xinyuan Huang, David Kanter, Satyananda Kashyap, Nicholas D. Lane, Indranil Mallick, Pietro Mascagni, Virendra Mehta, Vivek Natarajan, Nikola Nikolov, Nicolas Padoy, Gennady Pekhimenko, Vijay Janapa Reddi, G. Anthony Reina, Pablo Ribalta, Jacob Rosenthal, Abhishek Singh, Jayaraman J. Thiagarajan, Anna Wuest, Maria Xenochristou, Daguang Xu, Poonam Yadav, Michael Rosenthal, Massimo Loda, Jason M. Johnson, Peter Mattson:
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation. CoRR abs/2110.01406 (2021) - 2020
- [c20]Peter Mattson, Christine Cheng, Gregory F. Diamos, Cody Coleman, Paulius Micikevicius, David A. Patterson, Hanlin Tang, Gu-Yeon Wei, Peter Bailis, Victor Bittorf, David Brooks, Dehao Chen, Debo Dutta, Udit Gupta, Kim M. Hazelwood, Andy Hock, Xinyuan Huang, Daniel Kang, David Kanter, Naveen Kumar, Jeffery Liao, Deepak Narayanan, Tayo Oguntebi, Gennady Pekhimenko, Lillian Pentecost, Vijay Janapa Reddi, Taylor Robie, Tom St. John, Carole-Jean Wu, Lingjie Xu, Cliff Young, Matei Zaharia:
MLPerf Training Benchmark. MLSys 2020 - [i14]Anubhav Garg, Amit Kumar Saha, Debo Dutta:
Revisiting Neural Architecture Search. CoRR abs/2010.05719 (2020) - [i13]Anubhav Garg, Amit Kumar Saha, Debo Dutta:
Direct Federated Neural Architecture Search. CoRR abs/2010.06223 (2020)
2010 – 2019
- 2019
- [c19]Abhishek Singh, Debojyoti Dutta, Amit Saha:
MIGAN: Malware Image Synthesis Using GANs. AAAI 2019: 10033-10034 - [c18]Xinyuan Huang, Geoffrey C. Fox, Sergey Serebryakov, Ankur Mohan, Pawel M. Morkisz, Debojyoti Dutta:
Benchmarking Deep Learning for Time Series: Challenges and Directions. IEEE BigData 2019: 5679-5682 - [c17]Jinan Zhou, Andrey Velichkevich, Kirill Prosvirov, Anubhav Garg, Yuji Oshima, Debo Dutta:
Katib: A Distributed General AutoML Platform on Kubernetes. OpML 2019: 55-57 - [i12]Peter Mattson, Christine Cheng, Cody Coleman, Greg Diamos, Paulius Micikevicius, David A. Patterson, Hanlin Tang, Gu-Yeon Wei, Peter Bailis, Victor Bittorf, David Brooks, Dehao Chen, Debojyoti Dutta, Udit Gupta, Kim M. Hazelwood, Andrew Hock, Xinyuan Huang, Bill Jia, Daniel Kang, David Kanter, Naveen Kumar, Jeffery Liao, Guokai Ma, Deepak Narayanan, Tayo Oguntebi, Gennady Pekhimenko, Lillian Pentecost, Vijay Janapa Reddi, Taylor Robie, Tom St. John, Carole-Jean Wu, Lingjie Xu, Cliff Young, Matei Zaharia:
MLPerf Training Benchmark. CoRR abs/1910.01500 (2019) - [i11]Abhishek Singh, Anubhav Garg, Jinan Zhou, Shiv Ram Dubey, Debo Dutta:
NASIB: Neural Architecture Search withIn Budget. CoRR abs/1910.08665 (2019) - 2018
- [c16]Xinyuan Huang, Amit Kumar Saha, Debojyoti Dutta, Ce Gao:
Kubebench: A Benchmarking Platform for ML Workloads. AI4I 2018: 73-76 - [c15]Debojyoti Dutta, Amit Kumar Saha, Johnu George, Xinyuan Huang, Ramdoot Pydipaty, Purushotham Kamath, Lew Tucker:
Towards #consistentAI Position Paper. AI4I 2018: 116-117 - [i10]Purushotham Kamath, Abhishek Singh, Debo Dutta:
Neural Architecture Construction using EnvelopeNets. CoRR abs/1803.06744 (2018) - [i9]Fedor Kitashov, Elizaveta Svitanko, Debojyoti Dutta:
Foreign English Accent Adjustment by Learning Phonetic Patterns. CoRR abs/1807.03625 (2018) - [i8]Johnu George, Ramdoot Pydipaty, Xinyuan Huang, Amit Saha, Debo Dutta, Gary Wang, Uma Gangumalla:
Tiered Object Storage using Persistent Memory. CoRR abs/1807.06417 (2018) - 2017
- [c14]Ankita R. Nambiar, Nikitha Reddy, Debojyoti Dutta:
Connected health: Opportunities and challenges. IEEE BigData 2017: 1658-1662 - [c13]Rohan Bhardwaj, Ankita R. Nambiar, Debojyoti Dutta:
A Study of Machine Learning in Healthcare. COMPSAC (2) 2017: 236-241 - [c12]Ramdoot Pydipaty, Johnu George, Amit Kumar Saha, Debojyoti Dutta:
The Effect of Non Volatile Memory on a Distributed Storage System. HiPC Workshops 2017: 11-17 - 2014
- [i7]Marc Solanas, Julio Hernandez-Castro, Debojyoti Dutta:
Detecting fraudulent activity in a cloud using privacy-friendly data aggregates. CoRR abs/1411.6721 (2014) - 2012
- [j15]Wei-jen Hsu, Debojyoti Dutta, Ahmed Helmy:
CSI: A paradigm for behavior-oriented profile-cast services in mobile networks. Ad Hoc Networks 10(8): 1586-1602 (2012) - [j14]Wei-jen Hsu, Debojyoti Dutta, Ahmed Helmy:
Structural Analysis of User Association Patterns in University Campus Wireless LANs. IEEE Trans. Mob. Comput. 11(11): 1734-1748 (2012) - [c11]Debojyoti Dutta, Michael Kapralov, Ian Post, Rajendra Shinde:
Embedding Paths into Trees: VM Placement to Minimize Congestion. ESA 2012: 431-442 - [i6]Debojyoti Dutta, Michael Kapralov, Ian Post, Rajendra Shinde:
Optimal bandwidth-aware VM allocation for Infrastructure-as-a-Service. CoRR abs/1202.3683 (2012) - 2011
- [i5]Noah Burbank, Debojyoti Dutta, Ashish Goel, David Lee, Eli Marschner, Narayanan Shivakumar:
Widescope - A social platform for serious conversations on the Web. CoRR abs/1111.1958 (2011) - 2010
- [c10]Rajendra Shinde, Ashish Goel, Pankaj Gupta, Debojyoti Dutta:
Similarity search and locality sensitive hashing using ternary content addressable memories. SIGMOD Conference 2010: 375-386 - [i4]Rajendra Shinde, Ashish Goel, Pankaj Gupta, Debojyoti Dutta:
Similarity Search and Locality Sensitive Hashing using TCAMs. CoRR abs/1006.3514 (2010)
2000 – 2009
- 2009
- [j13]Sean D. Young, Debo Dutta, Gopal Dommety:
Extrapolating Psychological Insights from Facebook Profiles: A Study of Religion and Relationship Status. Cyberpsychology Behav. Soc. Netw. 12(3): 347-350 (2009) - 2008
- [j12]Wei-jen Hsu, Debojyoti Dutta, Ahmed Helmy:
Profile-cast: behavior-aware mobile networking. ACM SIGMOBILE Mob. Comput. Commun. Rev. 12(1): 52-54 (2008) - [c9]Wei-jen Hsu, Debojyoti Dutta, Ahmed Helmy:
Profile-Cast: Behavior-Aware Mobile Networking. WCNC 2008: 3033-3038 - [i3]Wei-jen Hsu, Debojyoti Dutta, Ahmed Helmy:
CSI: A Paradigm for Behavior-oriented Delivery Services in Mobile Human Networks. CoRR abs/0807.1153 (2008) - 2007
- [j11]Debojyoti Dutta, Ting Chen:
Speeding up tandem mass spectrometry database search: metric embeddings and fast near neighbor search. Bioinform. 23(5): 612-618 (2007) - [j10]Debojyoti Dutta, Rajarshi Guha, David J. Wild, Ting Chen:
Ensemble Feature Selection: Consistent Descriptor Subsets for Multiple QSAR Models. J. Chem. Inf. Model. 47(3): 989-997 (2007) - [j9]Rajarshi Guha, Debojyoti Dutta, David J. Wild, Ting Chen:
Counting Clusters Using R-NN Curves. J. Chem. Inf. Model. 47(4): 1308-1318 (2007) - [j8]Wei-jen Hsu, Debojyoti Dutta, Ahmed Helmy:
On the structure of user association patterns in wireless LANs. ACM SIGMOBILE Mob. Comput. Commun. Rev. 11(2): 67-68 (2007) - [c8]Wei-jen Hsu, Debojyoti Dutta, Ahmed Helmy:
Mining behavioral groups in large wireless LANs. MobiCom 2007: 338-341 - 2006
- [j7]Quansong Ruan, Debojyoti Dutta, Michael S. Schwalbach, Joshua A. Steele, Jed A. Fuhrman, Fengzhu Sun:
Local similarity analysis reveals unique associations among marine bacterioplankton species and environmental factors. Bioinform. 22(20): 2532-2538 (2006) - [j6]Debojyoti Dutta, Rajarshi Guha, Peter C. Jurs, Ting Chen:
Scalable Partitioning and Exploration of Chemical Spaces Using Geometric Hashing. J. Chem. Inf. Model. 46(1): 321-333 (2006) - [j5]Rajarshi Guha, Debojyoti Dutta, Peter C. Jurs, Ting Chen:
R-NN Curves: An Intuitive Approach to Outlier Detection Using a Distance Based Method. J. Chem. Inf. Model. 46(4): 1713-1722 (2006) - [j4]Rajarshi Guha, Debojyoti Dutta, Peter C. Jurs, Ting Chen:
Local Lazy Regression: Making Use of the Neighborhood to Improve QSAR Predictions. J. Chem. Inf. Model. 46(4): 1836-1847 (2006) - [i2]Wei-jen Hsu, Debojyoti Dutta, Ahmed Helmy:
Mining Behavioral Groups in Large Wireless LANs. CoRR abs/cs/0606002 (2006) - 2005
- [j3]Abhimanyu Das, Debojyoti Dutta:
Data acquisition in multiple-sink sensor networks. ACM SIGMOBILE Mob. Comput. Commun. Rev. 9(3): 82-85 (2005) - [c7]Abhimanyu Das, Debojyoti Dutta, Ahmed Helmy, Ashish Goel, John S. Heidemann:
Low-state fairness: lower bounds and practical enforcement. INFOCOM 2005: 2436-2446 - 2004
- [j2]Abhimanyu Das, Debojyoti Dutta, Ahmed Helmy:
A low-state packet marking framework for approximate fair bandwidth allocation. IEEE Commun. Lett. 8(9): 588-590 (2004) - [c6]Debojyoti Dutta, Ashish Goel, John S. Heidemann:
Towards Protocol Equilibrium with Oblivious Routers. INFOCOM 2004: 2017-2025 - [c5]Abhimanyu Das, Debojyoti Dutta:
Data acquisition in multiple-sink sensor networks. SenSys 2004: 271-272 - 2003
- [c4]Debojyoti Dutta, Ashish Goel, John S. Heidemann:
Oblivious AQM and Nash Equilibria. INFOCOM 2003: 106-113 - 2002
- [j1]Debojyoti Dutta, Ashish Goel, John S. Heidemann:
Oblivious AQM and nash equilibria. Comput. Commun. Rev. 32(3): 20 (2002) - [c3]Debojyoti Dutta, Ashish Goel, John S. Heidemann:
Faster Network Design with Scenario Pre-Filtering. MASCOTS 2002: 237-246 - [c2]Abhimanyu Das, Debojyoti Dutta, Ahmed Helmy:
Fair Stateless Aggregate Traffic Marking Using Active Queue Management Techniques. MMNS 2002: 211-223 - [i1]Abhimanyu Das, Debojyoti Dutta, Ahmed Helmy:
Fair Stateless Aggregate Traffic Marking using Active Queue Management Techniques. CoRR cs.NI/0204011 (2002) - 2001
- [c1]Debojyoti Dutta, Yongguang Zhang:
An active proxy based architecture for TCP in heterogeneous variable bandwidth networks. GLOBECOM 2001: 2316-2320
Coauthor Index
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