| 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 | 29 | 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 | 19 | 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 | 17 | 2012 |
| Misspecified Linear Bandits A Ghosh, S Ray Chowdhury, A Gopalan Thirty-First AAAI Conference on Artificial Intelligence, 2017 | 14 | 2017 |
| 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 |
| 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 | 8 | 2019 |
| 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 |
| 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 | 6 | 2020 |
| 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 | 5 | 2018 |
| 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 | 5 | 2012 |
| Alternating Minimization Converges Super-linearly for Mixed Linear Regression A Ghosh, K Ramchandran International Conference on Artificial Intelligence and Statistics (AISTATS …, 2020 | 3 | 2020 |
| Communication-Efficient and Byzantine-Robust Distributed Learning with Error Feedback A Ghosh, RK Maity, S Kadhe, A Mazumdar, K Ramchandran arXiv preprint arXiv:1911.09721, 2019 | 3* | 2019 |
| 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 |
| An Evolutionary Approach to Drug-Design Using a Novel Neighbourhood Based Genetic Algorithm A Ghosh, A Ghosh, A Chowdhury, A Konar arXiv preprint arXiv:1205.6412, 2012 | 3 | 2012 |
| Problem-Complexity Adaptive Model Selection for Stochastic Linear Bandits A Ghosh, A Sankararaman, K Ramchandran International Conference on Artificial Intelligence and Statistics (AISTATS …, 2020 | 2 | 2020 |
| 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 | 2 | 2020 |
| 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 | 2 | 2017 |
| 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 | 1 | 2020 |
| Communication Efficient Distributed Approximate Newton Method A Ghosh, RK Maity, A Mazumdar, K Ramchandran IEEE International Symposium on Information Theory (ISIT), 2020, 2020 | 1 | 2020 |
| Matching Observations to Distributions: Efficient Estimation via Sparsified Hungarian Algorithm S Chewi, F Yang, A Ghosh, A Parekh, K Ramchandran Allerton Conference on Communication, Control, and Computing (2019);, 2019 | 1 | 2019 |
Kannan RamchandranProfessor of Electrical Engineering and Computer Science, UC BerkeleyVerified email at eecs.berkeley.edu
