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Raj Kumar Maity
Raj Kumar Maity
Arrcus, Microsoft & CICS, University of Massachusetts, Amherst
Verified email at cs.umass.edu - Homepage
Title
Cited by
Cited by
Year
vqsgd: Vector quantized stochastic gradient descent
V Gandikota, D Kane, RK Maity, A Mazumdar
International Conference on Artificial Intelligence and Statistics, 2197-2205, 2021
1022021
Robust gradient descent via moment encoding and LDPC codes
RK Maity, AS Rawa, A Mazumdar
2019 IEEE International Symposium on Information Theory (ISIT), 2734-2738, 2019
812019
Distributed newton can communicate less and resist byzantine workers
A Ghosh, RK Maity, A Mazumdar
Advances in Neural Information Processing Systems 33, 18028-18038, 2020
322020
Communication-efficient and byzantine-robust distributed learning with error feedback
A Ghosh, RK Maity, S Kadhe, A Mazumdar, K Ramchandran
IEEE Journal on Selected Areas in Information Theory 2 (3), 942-953, 2021
30*2021
Communication efficient distributed approximate Newton method
A Ghosh, RK Maity, A Mazumdar, K Ramchandran
2020 IEEE International Symposium on Information Theory (ISIT), 2539-2544, 2020
242020
Communication-efficient and byzantine-robust distributed learning with error feedback
A Ghosh, RK Maity, S Kadhe, A Mazumdar, K Ramchandran
IEEE Journal on Selected Areas in Information Theory 2 (3), 942-953, 2021
212021
A workload-adaptive mechanism for linear queries under local differential privacy
R McKenna, RK Maity, A Mazumdar, G Miklau
arXiv preprint arXiv:2002.01582, 2020
72020
: A Robust Federated Learning Algorithm with Cubic Regularized Newton
A Ghosh, RK Maity, A Mazumdar
Federated Learning and Analytics in Practice: Algorithms, Systems …, 2023
4*2023
Maximum Coverage with Path Constraint
A Fariha, L Flodin, RK Maity
12021
High Dimensional Discrete Integration over the Hypergrid
RK Maity, A Mazumdar, S Pal
Conference on Uncertainty in Artificial Intelligence, 410-419, 2020
1*2020
DISTRIBUTED LEARNING ALGORITHMS: COMMUNICATION EFFICIENCY AND ERROR RESILIENCE
RK Maity
2022
Estimation of Shortest Path Covariance Matrices
RK Maity, C Musco
arXiv preprint arXiv:2011.09986, 2020
2020
Shaping proto-value functions using rewards
RK Maity, C Lakshminarayanan, S Padakandla, S Bhatnagar
ECAI 2016, 1690-1691, 2016
2016
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Articles 1–13