Gauri Joshi
Carnegie Mellon University
H-index: 34
North America-United States
Top articles of Gauri Joshi
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices | arXiv preprint arXiv:2402.05876 | Jiin Woo Laixi Shi Gauri Joshi Yuejie Chi | 2024/2/8 |
Efficient Reinforcement Learning for Routing Jobs in Heterogeneous Queueing Systems | arXiv preprint arXiv:2402.01147 | Neharika Jali Guannan Qu Weina Wang Gauri Joshi | 2024/2/2 |
Heterogeneous Low-Rank Approximation for Federated Fine-tuning of On-Device Foundation Models | arXiv preprint arXiv:2401.06432 | Yae Jee Cho Luyang Liu Zheng Xu Aldi Fahrezi Gauri Joshi | 2024/1/12 |
FedFisher: Leveraging Fisher Information for One-Shot Federated Learning | Divyansh Jhunjhunwala Shiqiang Wang Gauri Joshi | 2024/4/18 | |
On Improved Distributed Random Reshuffling over Networks | Pranay Sharma Jiarui Li Gauri Joshi | 2024/4/14 | |
Correlation Aware Sparsified Mean Estimation Using Random Projection | Advances in Neural Information Processing Systems | Shuli Jiang Pranay Sharma Gauri Joshi | 2024/2/13 |
Heterogeneous LoRA for Federated Fine-tuning of On-device Foundation Models | Yae Jee Cho Luyang Liu Zheng Xu Aldi Fahrezi Matt Barnes | 2023/10/28 | |
FedExP: Speeding up Federated Averaging Via Extrapolation | arXiv preprint arXiv:2301.09604 | Divyansh Jhunjhunwala Shiqiang Wang Gauri Joshi | 2023/1/23 |
On the convergence of federated averaging with cyclic client participation | Yae Jee Cho Pranay Sharma Gauri Joshi Zheng Xu Satyen Kale | 2023/7/3 | |
Optimized Tradeoffs for Private Majority Ensembling | Shuli Jiang Qiuyi Zhang Gauri Joshi | 2023/10/13 | |
Communication-Efficient and Model-Heterogeneous Personalized Federated Learning via Clustered Knowledge Transfer | IEEE Journal of Selected Topics in Signal Processing | Yae Jee Cho Jianyu Wang Tarun Chirvolu Gauri Joshi | 2023/1/6 |
Multi-Model Federated Learning with Provable Guarantees | Neelkamal Bhuyan Sharayu Moharir Gauri Joshi | 2023/5/3 | |
Local or Global: Selective Knowledge Assimilation for Federated Learning with Limited Labels | Yae Jee Cho Gauri Joshi Dimitrios Dimitriadis | 2023 | |
Runtime estimation for machine learning tasks | 2023/8/15 | ||
Federated learning under distributed concept drift | Ellango Jothimurugesan Kevin Hsieh Jianyu Wang Gauri Joshi Phillip B Gibbons | 2023/4/11 | |
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 | |
Federated Minimax Optimization with Client Heterogeneity | arXiv preprint arXiv:2302.04249 | Pranay Sharma Rohan Panda Gauri Joshi | 2023/2/8 |
Towards a Theoretical and Practical Understanding of One-Shot Federated Learning with Fisher Information | Divyansh Jhunjhunwala Shiqiang Wang Gauri Joshi | 2023/7/21 | |
High-probability Convergence Bounds for Nonlinear Stochastic Gradient Descent Under Heavy-tailed Noise | arXiv preprint arXiv:2310.18784 | Aleksandar Armacki Pranay Sharma Gauri Joshi Dragana Bajovic Dusan Jakovetic | 2023/10/28 |
FedLite: Improving Communication Efficiency in Federated Split Learning | Jianyu Wang Hang Qi Ankit Singh Rawat Sashank J Reddi Sagar M Waghmare | 2023/2/1 |
Co-Authors
