متابعة
Pranay Sharma
Pranay Sharma
C-MInDS, IIT Bombay
بريد إلكتروني تم التحقق منه على andrew.cmu.edu - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Model sparsity can simplify machine unlearning‏
J Liu, P Ram, Y Yao, G Liu, Y Liu, P SHARMA, S Liu‏
Advances in Neural Information Processing Systems 36, 2024‏
782024
Stem: A stochastic two-sided momentum algorithm achieving near-optimal sample and communication complexities for federated learning‏
P Khanduri, P Sharma, H Yang, M Hong, J Liu, K Rajawat, P Varshney‏
Advances in Neural Information Processing Systems 34, 6050-6061, 2021‏
772021
Federated Reinforcement Learning: Linear Speedup Under Markovian Sampling‏
S Khodadadian, P Sharma, G Joshi, ST Maguluri‏
International Conference on Machine Learning, 10997-11057, 2022‏
752022
Fedvarp: Tackling the variance due to partial client participation in federated learning‏
D Jhunjhunwala, P Sharma, A Nagarkatti, G Joshi‏
Uncertainty in Artificial Intelligence, 906-916, 2022‏
602022
Decentralized Gaussian filters for cooperative self-localization and multi-target tracking‏
P Sharma, AA Saucan, DJ Bucci, PK Varshney‏
IEEE Transactions on Signal Processing 67 (22), 5896-5911, 2019‏
582019
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms‏
P Sharma, R Panda, G Joshi, PK Varshney‏
International Conference on Machine Learning, 19683-19730, 2022‏
502022
Communication Network Topology Inference via Transfer Entropy‏
P Sharma, DJ Bucci, SK Brahma, PK Varshney‏
IEEE Transactions on Network Science and Engineering, 2019‏
392019
On the convergence of federated averaging with cyclic client participation‏
YJ Cho, P Sharma, G Joshi, Z Xu, S Kale, T Zhang‏
International Conference on Machine Learning, 5677-5721, 2023‏
292023
Model sparsification can simplify machine unlearning‏
J Jia, J Liu, P Ram, Y Yao, G Liu, Y Liu, P Sharma, S Liu‏
arXiv preprint arXiv:2304.04934 1 (2), 3, 2023‏
282023
On distributed online convex optimization with sublinear dynamic regret and fit‏
P Sharma, P Khanduri, L Shen, DJ Bucci, PK Varshney‏
2021 55th Asilomar conference on signals, systems, and computers, 1013-1017, 2021‏
282021
Why interpretability in machine learning? an answer using distributed detection and data fusion theory‏
KR Varshney, P Khanduri, P Sharma, S Zhang, PK Varshney‏
arXiv preprint arXiv:1806.09710, 2018‏
262018
On noise-enhanced distributed inference in the presence of Byzantines‏
M Gagrani, P Sharma, S Iyengar, VSS Nadendla, A Vempaty, H Chen, ...‏
2011 49th Annual Allerton Conference on Communication, Control, and …, 2011‏
212011
Parallel Restarted SPIDER--Communication Efficient Distributed Nonconvex Optimization with Optimal Computation Complexity‏
P Sharma, S Kafle, P Khanduri, S Bulusu, K Rajawat, PK Varshney‏
arXiv preprint arXiv:1912.06036, 2019‏
192019
Federated minimax optimization with client heterogeneity‏
P Sharma, R Panda, G Joshi‏
arXiv preprint arXiv:2302.04249, 2023‏
132023
Byzantine resilient non-convex svrg with distributed batch gradient computations‏
P Khanduri, S Bulusu, P Sharma, PK Varshney‏
arXiv preprint arXiv:1912.04531, 2019‏
122019
On distributed stochastic gradient descent for nonconvex functions in the presence of byzantines‏
S Bulusu, P Khanduri, P Sharma, PK Varshney‏
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020‏
102020
What is missing in IRM training and evaluation? challenges and solutions‏
Y Zhang, P Sharma, P Ram, M Hong, K Varshney, S Liu‏
arXiv preprint arXiv:2303.02343, 2023‏
62023
Distributed stochastic non-convex optimization: Momentum-based variance reduction‏
P Khanduri, P Sharma, S Kafle, S Bulusu, K Rajawat, PK Varshney‏
arXiv preprint arXiv:2005.00224, 2020‏
62020
Byzantine resilient non-convex SCSG with distributed batch gradient computations‏
S Bulusu, P Khanduri, S Kafle, P Sharma, PK Varshney‏
IEEE Transactions on Signal and Information Processing over Networks 7, 754-766, 2021‏
42021
On Self-Localization and Tracking with an Unknown Number of Targets‏
P Sharma, AA Saucan, DJ Bucci, PK Varshney‏
2018 52nd Asilomar Conference on Signals, Systems, and Computers, 1735 - 1739, 2019‏
42019
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مقالات 1–20