Avishek Ghosh

Cited by

	All	Since 2018
Citations	708	662
h-index	11	10
i10-index	12	11

340

170

255

201320142015201620172018201920202021202220232 4 14 10 13 10 20 60 209 331 30

Public access

View all

8 articles

1 article

available

not available

Based on funding mandates

Co-authors

Kannan RamchandranProfessor of Electrical Engineering and Computer Science, UC BerkeleyVerified email at eecs.berkeley.edu
Arya MazumdarUniversity of California, San DiegoVerified email at ucsd.edu
Dong YinResearch Scientist, DeepMindVerified email at google.com
Raj Kumar MaityMicrosoft & CICS, University of Massachusetts, AmherstVerified email at cs.umass.edu
Sayak Ray ChowdhuryPostdoctoral Researcher, Microsoft ResearchVerified email at microsoft.com
Ashwin PananjadyGeorgia Institute of TechnologyVerified email at gatech.edu
Anurag KumarHonorary Professor, ECE Department, Indian Institute of ScienceVerified email at iisc.ac.in
Arpan ChattopadhyayIndian Institute of Technology DelhiVerified email at ee.iitd.ac.in
Amit KonarProfessor of Electronics and Tele-Communication Department, Jadavpur UniversityVerified email at etce.jdvu.ac.in
Aditya GopalanIndian Institute of Science, BangaloreVerified email at iisc.ac.in
Adityanand GuntuboyinaAssociate Professor, Department of Statistics, University of California, BerkeleyVerified email at stat.berkeley.edu
Pabitra Pal ChoudhuryProfessor in Applied Statistics Unit, Indian Statistical Institute, KolkataVerified email at isical.ac.in
Swagatam DasElectronics and Communication Sciences Unit, Indian Statistical Institute, KolkataVerified email at isical.ac.in
Sk. Sarif HassanAssistant Professor, Department of Mathematics, Pingla Thana Mahavidyalaya, West Bengal, IndiaVerified email at pinglacollege.ac.in
Anish AroraProfessor of Computer Science and Engineering, The Ohio State University; Founder, SamrakshVerified email at cse.ohio-state.edu
Marceau CoupechouxProfesseur, Telecom Paris, École PolytechniqueVerified email at telecom-paris.fr
Joydeep BanerjeeArizona State University, AudibleVerified email at audible.com
Abhay Parekh(Ex) Adjunct Professor, Electrical Engineering and Computer Science, U C BerkeleyVerified email at eecs.berkeley.edu

Avishek Ghosh

Assistant Professor, IIT Bombay

Verified email at iitb.ac.in - Homepage

Theoretical Machine Learning Optimization RL Bandits


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	280	2020
Robust Federated Learning in a Heterogeneous Environment A Ghosh, J Hong, D Yin, K Ramchandran ICML 2019 workshop on Privacy and Security, 1-30, 2019	128	2019
Misspecified Linear Bandits A Ghosh, S Ray Chowdhury, A Gopalan Thirty-First AAAI Conference on Artificial Intelligence, 2017	46	2017
Problem-Complexity Adaptive Model Selection for Stochastic Linear Bandits A Ghosh, A Sankararaman, K Ramchandran International Conference on Artificial Intelligence and Statistics (AISTATS …, 2021	24	2021
Max-Affine Regression: Provable, Tractable, and Near-Optimal Statistical Estimation A Ghosh, A Pananjady, A Guntuboyina, K Ramchandran IEEE Transactions on Information Theory; Preprint: http://arxiv.org/abs/1906 …, 2019	23	2019
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	22	2013
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	22	2012
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	17	2020
Communication Efficient Distributed Approximate Newton Method A Ghosh, RK Maity, A Mazumdar, K Ramchandran IEEE International Symposium on Information Theory (ISIT), 2020, 2020	17	2020
Alternating Minimization Converges Super-linearly for Mixed Linear Regression A Ghosh, K Ramchandran International Conference on Artificial Intelligence and Statistics (AISTATS …, 2020	14	2020
Communication-efficient and byzantine-robust distributed learning A Ghosh, RK Maity, S Kadhe, A Mazumdar, K Ramchandran Preprint: https://arxiv.org/pdf/1911.09721.pdf (short version in 2020 ITA), 2021	13	2021
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	10	2020
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	9	2014
Collaborative Learning and Personalization in Multi-Agent Stochastic Linear Bandits A Ghosh, A Sankararaman, K Ramchandran European Conference on Machine Learning (ECML-PKDD 2022), arXiv Preprint …, 2022	8*	2022
Max-affine regression: Parameter estimation for Gaussian designs A Ghosh, A Pananjady, A Guntuboyina, K Ramchandran IEEE Transactions on Information Theory 68 (3), 1851-1885, 2021	7	2021
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	7	2012
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	7	2011
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	6	2021
LocalNewton: Reducing Communication Bottleneck for Distributed Learning V Gupta, A Ghosh, M Derezinski, R Khanna, K Ramchandran, M Mahoney Preprint: https://arxiv.org/pdf/2105.07320.pdf, 2021	6	2021
Model Selection for Generic Contextual Bandits A Ghosh, A Sankararaman, K Ramchandran arXiv Preprint: https://arxiv.org/pdf/2107.03455.pdf, 2021	5	2021

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors