Avishek Ghosh
Avishek Ghosh
Graduate Student, EECS, UC Berkeley
Verified email at berkeley.edu - Homepage
Title
Cited by
Cited by
Year
Robust Federated Learning in a Heterogeneous Environment
A Ghosh, J Hong, D Yin, K Ramchandran
https://arxiv.org/abs/1906.06629 (Short version in ICML 2019 workshop on …, 2019
582019
An Efficient Framework for Clustered Federated Learning
A Ghosh, J Chung, D Yin, K Ramchandran
Neural Information Processing Systems (NeurIPS), 2020 (short version in ICML …, 2020
562020
Misspecified Linear Bandits
A Ghosh, S Ray Chowdhury, A Gopalan
Thirty-First AAAI Conference on Artificial Intelligence, 2017
322017
A novel genetic algorithm to solve travelling salesman problem and blocking flow shop scheduling problem
A Chowdhury, A Ghosh, S Sinha, S Das, A Ghosh
International Journal of Bio-Inspired Computation 5 (5), 303-314, 2013
212013
Multi-robot cooperative box-pushing problem using multi-objective particle swarm optimization Technique
A Ghosh, A Ghosh, A Konar, R Janarthanan
Information and Communication Technologies (WICT), 2012 World Congress on …, 2012
182012
Max-Affine Regression: Provable, Tractable, and Near-Optimal Statistical Estimation
A Ghosh, A Pananjady, A Guntuboyina, K Ramchandran
http://arxiv.org/abs/1906.09255, 1-90, 2019
162019
Problem-Complexity Adaptive Model Selection for Stochastic Linear Bandits
A Ghosh, A Sankararaman, K Ramchandran
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2020
102020
Communication-efficient and byzantine-robust distributed learning
A Ghosh, RK Maity, S Kadhe, A Mazumdar, K Ramchandran
IEEE Journal on Selected areas on Information Theory (short version in 2020 …, 2021
92021
Impromptu Deployment of Wireless Relay Networks: Experiences Along a Forest Trail
A Chattopadhyay, A Ghosh, AS Rao, B Dwivedi, SVR Anand, ...
Mobile Ad Hoc and Sensor Systems (MASS), 2014, arXiv preprint arXiv:1409 …, 2014
92014
Communication Efficient Distributed Approximate Newton Method
A Ghosh, RK Maity, A Mazumdar, K Ramchandran
IEEE International Symposium on Information Theory (ISIT), 2020, 2020
72020
Integral Value Transformations: A Class of Affine Discrete Dynamical Systems and an Application
SS Hassan, PP Choudhury, BK Nayak, A Ghosh, J Banerjee
Journal of Advanced Research in Applied Mathematics, Preprint arXiv:1110.0724, 2011
72011
Linear phase low pass FIR filter design using genetic particle swarm optimization with dynamically varying neighbourhood technique
A Ghosh, A Ghosh, A Chowdhury, A Konar, E Kim, AK Nagar
2012 IEEE Congress on Evolutionary Computation, 1-7, 2012
62012
Distributed Newton Can Communicate Less and Resist Byzantine Workers
A Ghosh, RK Maity, A Mazumdar
Neural Information Processing Systems (NeurIPS), 2020 (short version in ICML …, 2020
52020
Alternating Minimization Converges Super-linearly for Mixed Linear Regression
A Ghosh, K Ramchandran
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2020
52020
Asynchronous Stochastic Approximation Based Learning Algorithms for As-You-Go Deployment of Wireless Relay Networks along a Line
A Chattopadhyay, A Ghosh, A Kumar
IEEE Transactions on Mobile Computing (TMC) 17 (5), 2018
52018
Measurement Based As-You-Go Deployment of Two-Connected Wireless Relay Networks
A Ghosh, A Chattopadhyay, A Anish, A Kumar
ACM Transactions on Sensor Networks 13 (3), Article 23, 2017
42017
LocalNewton: Reducing Communication Bottleneck for Distributed Learning
V Gupta, A Ghosh, M Derezinski, R Khanna, K Ramchandran, M Mahoney
Uncertainty in Artificial Intelligence (UAI), 2021. arXiv preprint arXiv …, 2021
32021
Max-affine Regression with Universal Parameter Estimation for Small-ball Designs
A Ghosh, A Pananjady, A Guntuboyina, K Ramchandran
IEEE International Symposium on Information Theory (ISIT), 2020, 2020
32020
Communication Efficient and Byzantine Tolerant Distributed Learning
A Ghosh, RK Maity, S Kadhe, A Mazumdar, K Ramchandran
IEEE International Symposium on Information Theory (ISIT), 2020, 2020
32020
As-you-go deployment of a 2-connected wireless relay network for sensor-sink interconnection
A Ghosh, A. Chattopadhyay, A Arora, A Kumar
Signal Processing and Communications (SPCOM), 2014, 1-6, 2014
3*2014
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Articles 1–20