Don Dennis

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	All	Since 2019
Citations	343	338
h-index	6	6
i10-index	6	6

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Virginia SmithCarnegie Mellon UniversityVerified email at cmu.edu
Harsha Vardhan SimhadriMicrosoft ResearchVerified email at microsoft.com
Prateek JainGoogle Research IndiaVerified email at google.com
Chirag PabbarajuStanford UniversityVerified email at stanford.edu
Shishir G. PatilUC BerkeleyVerified email at berkeley.edu
Tian LiCarnegie Mellon UniversityVerified email at cmu.edu
Venkatesh SaligramaProfessor, Electrical and Computer Engineering, Boston UniversityVerified email at bu.edu
Durmus Alp Emre AcarBoston UniversityVerified email at bu.edu
Manik VarmaDistinguished Scientist and Vice President, Microsoft Research IndiaVerified email at microsoft.com
Vivek SeshadriStudent, CS, CMUVerified email at cs.cmu.edu
Aditya KusupatiUniversity of Washington, Google ResearchVerified email at cs.washington.edu
Abhishek ShettyUniversity of California, BerkeleyVerified email at berkeley.edu

Don Dennis

Carnegie Mellon University

Verified email at cmu.edu - Homepage

Machine Learning Optimization Statistics


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Heterogeneity for the win: One-shot federated clustering DK Dennis, T Li, V Smith International Conference on Machine Learning, 2611-2620, 2021	116	2021
Multiple instance learning for efficient sequential data classification on resource-constrained devices D Dennis, C Pabbaraju, HV Simhadri, P Jain Advances in Neural Information Processing Systems 31, 2018	55	2018
EdgeML: Machine Learning for resource-constrained edge devices DK Dennis, Y Gaurkar, S Gopinath, S Goyal, C Gupta, M Jain, S Jaiswal, ... URL https://github. com/Microsoft/EdgeML, 2020	43*	2020
Shallow rnn: accurate time-series classification on resource constrained devices D Dennis, DAE Acar, V Mandikal, VS Sadasivan, V Saligrama, ... Advances in neural information processing systems 32, 2019	43*	2019
Single cycle RISC-V micro architecture processor and its FPGA prototype DK Dennis, A Priyam, SS Virk, S Agrawal, T Sharma, A Mondal, KC Ray 2017 7th International Symposium on Embedded Computing and System Design …, 2017	39	2017
GesturePod: Enabling On-device Gesture-based Interaction for White Cane Users SG Patil, DK Dennis, C Pabbaraju, N Shaheer, HV Simhadri, V Seshadri, ... Proceedings of the 32nd Annual ACM Symposium on User Interface Software and …, 2019	37*	2019
Bitrate-constrained DRO: Beyond worst case robustness to unknown group shifts A Setlur, D Dennis, B Eysenbach, A Raghunathan, C Finn, V Smith, ... arXiv preprint arXiv:2302.02931, 2023	6	2023
Progressive Ensemble Distillation: Building Ensembles for Efficient Inference D Dennis, A Shetty, AP Sevekari, K Koishida, V Smith Advances in Neural Information Processing Systems 36, 2023	4*	2023

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