Karan N. Chadha

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Stochastic Optimization

Differentially Private

Top Venues

Publications

Karan N. Chadha, Junye Chen, John C. Duchi, Vitaly Feldman, Hanieh Hashemi, Omid Javidbakht, Audra McMillan, Kunal Talwar
Differentially Private Heavy Hitter Detection using Federated Analytics. SaTML (2024)
Karan N. Chadha, John C. Duchi, Rohith Kuditipudi
Resampling methods for Private Statistical Inference. CoRR (2024)
Gary Cheng, Karan N. Chadha, John C. Duchi
Federated Asymptotics: a model to compare federated learning algorithms. AISTATS (2023)
Karan N. Chadha, Junye Chen, John C. Duchi, Vitaly Feldman, Hanieh Hashemi, Omid Javidbakht, Audra McMillan, Kunal Talwar
Differentially Private Heavy Hitter Detection using Federated Analytics. CoRR (2023)
Karan N. Chadha, Gary Cheng, John C. Duchi
Accelerated, Optimal and Parallel: Some results on model-based stochastic optimization. ICML (2022)
Hilal Asi, Karan N. Chadha, Gary Cheng, John Duchi
Private optimization in the interpolation regime: faster rates and hardness results. ICML (2022)
Hilal Asi, Karan N. Chadha, Gary Cheng, John Duchi
Private optimization in the interpolation regime: faster rates and hardness results. CoRR (2022)
Karan N. Chadha, Gary Cheng, John C. Duchi
Accelerated, Optimal, and Parallel: Some Results on Model-Based Stochastic Optimization. CoRR (2021)
Gary Cheng, Karan N. Chadha, John C. Duchi
Fine-tuning is Fine in Federated Learning. CoRR (2021)
Karan N. Chadha, Ankur A. Kulkarni, Jayakrishnan Nair
Efficiency fairness tradeoff in battery sharing. Oper. Res. Lett. 49 (3) (2021)
Hilal Asi, Karan N. Chadha, Gary Cheng, John C. Duchi
Minibatch Stochastic Approximate Proximal Point Methods. NeurIPS (2020)
Karan N. Chadha, Ankur A. Kulkarni, Jayakrishnan Nair
Efficiency Fairness Tradeoff in Battery Sharing. CoRR (2019)
Karan N. Chadha, Ankur A. Kulkarni
Aggregate Play and Welfare in Strategic Interactions on Networks. CoRR (2019)
Karan N. Chadha, Ankur A. Kulkarni
On Independent Cliques and Linear Complementarity Problems. CoRR (2018)