متابعة
Sanghamitra Dutta
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Short-dot: Computing large linear transforms distributedly using coded short dot products‏
S Dutta, V Cadambe, P Grover‏
Advances In Neural Information Processing Systems 29, 2016‏
4342016
On the optimal recovery threshold of coded matrix multiplication‏
S Dutta, M Fahim, F Haddadpour, H Jeong, V Cadambe, P Grover‏
IEEE Transactions on Information Theory 66 (1), 278-301, 2019‏
2992019
Slow and stale gradients can win the race: Error-runtime trade-offs in distributed SGD‏
S Dutta, G Joshi, S Ghosh, P Dube, P Nagpurkar‏
International conference on artificial intelligence and statistics, 803-812, 2018‏
2042018
Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing‏
S Dutta, D Wei, H Yueksel, PY Chen, S Liu, KR Varshney‏
International Conference on Machine Learning, 2020‏
1912020
Coded convolution for parallel and distributed computing within a deadline‏
S Dutta, V Cadambe, P Grover‏
2017 IEEE International Symposium on Information Theory (ISIT), 2403-2407, 2017‏
1642017
A unified coded deep neural network training strategy based on generalized polydot codes‏
S Dutta, Z Bai, H Jeong, TM Low, P Grover‏
2018 IEEE International Symposium on Information Theory (ISIT), 1585-1589, 2018‏
1262018
On the optimal recovery threshold of coded matrix multiplication‏
M Fahim, H Jeong, F Haddadpour, S Dutta, V Cadambe, P Grover‏
2017 55th Annual Allerton Conference on Communication, Control, and …, 2017‏
902017
A survey on the robustness of feature importance and counterfactual explanations‏
S Mishra, S Dutta, J Long, D Magazzeni‏
arXiv preprint arXiv:2111.00358, 2021‏
582021
Robust counterfactual explanations for tree-based ensembles‏
S Dutta, J Long, S Mishra, C Tilli, D Magazzeni‏
International conference on machine learning, 5742-5756, 2022‏
562022
An application of storage-optimal matdot codes for coded matrix multiplication: Fast k-nearest neighbors estimation‏
U Sheth, S Dutta, M Chaudhari, H Jeong, Y Yang, J Kohonen, T Roos, ...‏
2018 IEEE International Conference on Big Data (Big Data), 1113-1120, 2018‏
442018
Slow and stale gradients can win the race‏
S Dutta, J Wang, G Joshi‏
IEEE Journal on Selected Areas in Information Theory 2 (3), 1012-1024, 2021‏
412021
An information-theoretic quantification of discrimination with exempt features‏
S Dutta, P Venkatesh, P Mardziel, A Datta, P Grover‏
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3825-3833, 2020‏
402020
Robust counterfactual explanations for neural networks with probabilistic guarantees‏
F Hamman, E Noorani, S Mishra, D Magazzeni, S Dutta‏
International Conference on Machine Learning, 12351-12367, 2023‏
342023
Information flow in computational systems‏
P Venkatesh, S Dutta, P Grover‏
IEEE Transactions on Information Theory 66 (9), 5456-5491, 2020‏
272020
CodeNet: Training large scale neural networks in presence of soft-errors‏
S Dutta, Z Bai, TM Low, P Grover‏
arXiv preprint arXiv:1903.01042, 2019‏
252019
Demystifying local and global fairness trade-offs in federated learning using partial information decomposition‏
F Hamman, S Dutta‏
arXiv preprint arXiv:2307.11333, 2023‏
24*2023
Addressing unreliability in emerging devices and non-von neumann architectures using coded computing‏
S Dutta, H Jeong, Y Yang, V Cadambe, TM Low, P Grover‏
Proceedings of the IEEE 108 (8), 1219-1234, 2020‏
232020
Fairness under feature exemptions: Counterfactual and observational measures‏
S Dutta, P Venkatesh, P Mardziel, A Datta, P Grover‏
IEEE Transactions on Information Theory 67 (10), 6675-6710, 2021‏
212021
Monopoly: Financial prediction from monetary policy conference videos using multimodal cues‏
P Mathur, A Neerkaje, M Chhibber, R Sawhney, F Guo, F Dernoncourt, ...‏
Proceedings of the 30th ACM International Conference on Multimedia, 2276-2285, 2022‏
132022
Can querying for bias leak protected attributes? achieving privacy with smooth sensitivity‏
F Hamman, J Chen, S Dutta‏
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023‏
122023
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20