Sai Praneeth Karimireddy
École Polytechnique Fédérale de Lausanne
H-index: 23
Europe-Switzerland
Top articles of Sai Praneeth Karimireddy
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Privacy Can Arise Endogenously in an Economic System with Learning Agents | arXiv preprint arXiv:2404.10767 | Nivasini Ananthakrishnan Tiffany Ding Mariel Werner Sai Praneeth Karimireddy Michael I Jordan | 2024/4/16 |
Data Acquisition via Experimental Design for Decentralized Data Markets | arXiv preprint arXiv:2403.13893 | Charles Lu Baihe Huang Sai Praneeth Karimireddy Praneeth Vepakomma Michael Jordan | 2024/3/20 |
My-This-Your-That-Interpretable Identification of Systematic Bias in Federated Learning for Biomedical Images | Mary-Anne Hartley Klavdiia Naumova Arnout Devos Sai Karimireddy Martin Jaggi | 2024/2/1 | |
Collaborative Heterogeneous Causal Inference Beyond Meta-analysis | arXiv preprint arXiv:2404.15746 | Tianyu Guo Sai Praneeth Karimireddy Michael I Jordan | 2024/4/24 |
Scaff-PD: Communication Efficient Fair and Robust Federated Learning | arXiv preprint arXiv:2307.13381 | Yaodong Yu Sai Praneeth Karimireddy Yi Ma Michael I Jordan | 2023/7/25 |
Provably Personalized and Robust Federated Learning | TMLR | Mariel Werner Lie He Sai Praneeth Karimireddy Michael Jordan Martin Jaggi | 2023/6/14 |
Evaluating and Incentivizing Diverse Data Contributions in Collaborative Learning | arXiv preprint arXiv:2306.05592 | Baihe Huang Sai Praneeth Karimireddy Michael I Jordan | 2023/6/8 |
Federated Conformal Predictors for Distributed Uncertainty Quantification | Charles Lu Yaodong Yu Sai Praneeth Karimireddy Michael Jordan Ramesh Raskar | 2023/7/3 | |
International Workshop on Federated Learning in the Age of Foundation Models | Jinghui Chen Lixin Fan Gauri Joshi Sai Praneeth Karimireddy Stacy Patterson | 2023/12/16 | |
Online Learning in a Creator Economy | arXiv preprint arXiv:2305.11381 | Banghua Zhu Sai Praneeth Karimireddy Jiantao Jiao Michael I Jordan | 2023/5/19 |
Federated Learning Showdown: The Comparative Analysis of Federated Learning Frameworks | Sai Praneeth Karimireddy Narasimha Raghavan Veeraragavan Severin Elvatun Jan F Nygård | 2023/9/18 | |
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings | Advances in Neural Information Processing Systems | Jean Ogier du Terrail Samy-Safwan Ayed Edwige Cyffers Felix Grimberg Chaoyang He | 2022/12/6 |
Mechanisms that Incentivize Data Sharing in Federated Learning | Sai Praneeth Karimireddy Wenshuo Guo Michael I Jordan | 2022/12 | |
Optimization with access to auxiliary information | arXiv preprint arXiv:2206.00395 | El Mahdi Chayti Sai Praneeth Karimireddy | 2022/6/1 |
Agree to Disagree: Diversity through Disagreement for Better Transferability | Matteo Pagliardini Martin Jaggi François Fleuret Sai Praneeth Karimireddy | 2023 | |
TCT: Convexifying Federated Learning using Bootstrapped Neural Tangent Kernels | Advances in Neural Information Processing Systems | Yaodong Yu Alexander Wei Sai Praneeth Karimireddy Yi Ma Michael Jordan | 2022/12/6 |
Byzantine-Robust Learning on Heterogeneous Datasets via Bucketing | Sai Praneeth Karimireddy Lie He Martin Jaggi | 2022 | |
Towards Model Agnostic Federated Learning Using Knowledge Distillation | ICLR 2022 - International Conference on Learning Representations | Andrei Afonin Sai Praneeth Karimireddy | 2021/10/28 |
Optimal Model Averaging: Towards Personalized Collaborative Learning | arXiv preprint arXiv:2110.12946 | Felix Grimberg Mary-Anne Hartley Sai P Karimireddy Martin Jaggi | 2021/10/25 |
RelaySum for Decentralized Deep Learning on Heterogeneous Data | Advances in Neural Information Processing Systems | Thijs Vogels Lie He Anastasiia Koloskova Sai Praneeth Karimireddy Tao Lin | 2021/12/6 |
Co-Authors
