Anit Kumar Sahu
Anit Kumar Sahu
Amazon Alexa AI
Verified email at alumni.cmu.edu - Homepage
Title
Cited by
Cited by
Year
Federated learning: Challenges, methods, and future directions
T Li, AK Sahu, A Talwalkar, V Smith
IEEE Signal Processing Magazine 37 (3), 50-60, 2020
2162020
Federated optimization in heterogeneous networks
T Li, AK Sahu, M Zaheer, M Sanjabi, A Talwalkar, V Smith
arXiv preprint arXiv:1812.06127, 2018
1432018
Distributed Sequential Detection for Gaussian Shift-in-Mean Hypothesis Testing
AK Sahu, S Kar
IEEE Transactions on Signal Processing 64 (1), 89-103, 2015
42*2015
Convergence rates for distributed stochastic optimization over random networks
D Jakovetic, D Bajovic, AK Sahu, S Kar
2018 IEEE Conference on Decision and Control (CDC), 4238-4245, 2018
362018
Distributed stochastic optimization with gradient tracking over strongly-connected networks
R Xin, AK Sahu, UA Khan, S Kar
2019 IEEE 58th Conference on Decision and Control (CDC), 8353-8358, 2019
342019
Distributed constrained recursive nonlinear least-squares estimation: Algorithms and asymptotics
AK Sahu, S Kar, JMF Moura, HV Poor
IEEE Transactions on Signal and Information Processing over Networks 2 (4 …, 2016
232016
Distributed zeroth order optimization over random networks: A Kiefer-Wolfowitz stochastic approximation approach
AK Sahu, D Jakovetic, D Bajovic, S Kar
2018 IEEE Conference on Decision and Control (CDC), 4951-4958, 2018
222018
Recursive distributed detection for composite hypothesis testing: Nonlinear observation models in additive gaussian noise
AK Sahu, S Kar
IEEE Transactions on Information Theory 63 (8), 4797-4828, 2017
18*2017
MATCHA: Speeding up decentralized SGD via matching decomposition sampling
J Wang, AK Sahu, Z Yang, G Joshi, S Kar
arXiv preprint arXiv:1905.09435, 2019
172019
Towards gradient free and projection free stochastic optimization
AK Sahu, M Zaheer, S Kar
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
142019
: A Distributed Random Fields Estimator
AK Sahu, D Jakovetic, S Kar
IEEE Transactions on Signal Processing 66 (18), 4980 - 4995, 2018
112018
Communication optimality trade-offs for distributed estimation
AK Sahu, D Jakovetic, S Kar
arXiv preprint arXiv:1801.04050, 2018
112018
Feddane: A federated newton-type method
T Li, AK Sahu, M Zaheer, M Sanjabi, A Talwalkar, V Smithy
2019 53rd Asilomar Conference on Signals, Systems, and Computers, 1227-1231, 2019
102019
Black-box adversarial attacks with bayesian optimization
SN Shukla, AK Sahu, D Willmott, JZ Kolter
arXiv preprint arXiv:1909.13857, 2019
92019
Communication-efficient distributed strongly convex stochastic optimization: Non-asymptotic rates
AK Sahu, D Jakovetic, D Bajovic, S Kar
arXiv preprint arXiv:1809.02920, 2018
62018
On the convergence of federated optimization in heterogeneous networks
T Li, AK Sahu, M Sanjabi, M Zaheer, A Talwalkar, V Smith
arXiv preprint arXiv:1812.06127, 2018
62018
Communication efficient distributed weighted non-linear least squares estimation
AK Sahu, D Jakovetic, D Bajovic, S Kar
EURASIP Journal on Advances in Signal Processing 2018 (1), 1-15, 2018
42018
Data-driven thermal model inference with armax, in smart environments, based on normalized mutual information
Z Jiang, J Francis, AK Sahu, S Munir, C Shelton, A Rowe, M Bergés
2018 Annual American Control Conference (ACC), 4634-4639, 2018
42018
CREDO: A communication-efficient distributed estimation algorithm
AK Sahu, D Jakovetic, S Kar
2018 IEEE International Symposium on Information Theory (ISIT), 516-520, 2018
42018
Distributed sequential detection for Gaussian binary hypothesis testing: Heterogeneous networks
AK Sahu, S Kar
2014 48th Asilomar Conference on Signals, Systems and Computers, 723-727, 2014
42014
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Articles 1–20