Don Dennis
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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
Heterogeneity for the win: One-shot federated clustering
DK Dennis, T Li, V Smith
International Conference on Machine Learning, 2611-2620, 2021
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
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
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
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
Bitrate-Constrained DRO: Beyond Worst Case Robustness To Unknown Group Shifts
A Setlur, D Dennis, B Eysenbach, A Raghunathan, C Finn, V Smith, ...
NeurIPS 2022 Workshop on Distribution Shifts: Connecting Methods and …, 0
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