Publications

Karan Chadha, Hilal Asi, Gary Cheng, John Duchi (2022). Private optimization in the interpolation regime: faster rates and hardness results. In ICML 22.

PDF Arxiv

Karan Chadha, Gary Cheng, John Duchi (2022). Accelerated, Optimal, and Parallel: Some Results on Model-Based Stochastic Optimization. In ICML 22.

PDF Arxiv

Karan Chadha, Gary Cheng, John Duchi (2021). Federated Asymptotics: a model to compare federated learning algorithms. (In Submission).

PDF Arxiv

Karan Chadha, Hilal Asi, Gary Cheng, John Duchi (2020). Minibatch stochastic approximate proximal point methods. In NeurIPS 20.

PDF Arxiv

Karan Chadha, Ankur A. Kulkarni, Jayakrishnan Nair (2019). Efficiency fairness tradeoff in battery sharing. Operations Research Letters.

PDF Arxiv

Karan Chadha, Ankur A. Kulkarni (2019). Aggregate play and welfare in strategic interactions on networks. Journal of Mathematical Economics.

PDF Arxiv

Karan Chadha, Ankur A. Kulkarni (2018). On independent cliques and linear complementarity problems. IJPAM.

PDF Arxiv

Karan Chadha, Vivek Borkar (2018). A reinforcement learning algorithm for restless bandits. ICC 18.

PDF