Suhas Diggavi
University of California, Los Angeles
H-index: 52
North America-United States
Top articles of Suhas Diggavi
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Multi-message shuffled privacy in federated learning | IEEE Journal on Selected Areas in Information Theory | Antonious M Girgis Suhas Diggavi | 2024/2/15 |
FOCAL: Contrastive learning for multimodal time-series sensing signals in factorized orthogonal latent space | Advances in Neural Information Processing Systems | Shengzhong Liu Tomoyoshi Kimura Dongxin Liu Ruijie Wang Jinyang Li | 2024/2/13 |
Differentially private stochastic linear bandits:(almost) for free | IEEE Journal on Selected Areas in Information Theory | Osama Hanna Antonious M Girgis Christina Fragouli Suhas Diggavi | 2024/4/16 |
Decentralized multi-task stochastic optimization with compressed communications | Automatica | Navjot Singh Xuanyu Cao Suhas Diggavi Tamer Başar | 2024/1/1 |
Improving group testing via gradient descent | IEEE Journal on Selected Areas in Information Theory | Sundara Rajan Srinivasavaradhan Pavlos Nikolopoulos Christina Fragouli Suhas Diggavi | 2024/4/15 |
On the Efficiency and Robustness of Vibration-based Foundation Models for IoT Sensing: A Case Study | arXiv preprint arXiv:2404.02461 | Tomoyoshi Kimura Jinyang Li Tianshi Wang Denizhan Kara Yizhuo Chen | 2024/4/3 |
Hierarchical Bayes Approach to Personalized Federated Unsupervised Learning | arXiv preprint arXiv:2402.12537 | Kaan Ozkara Bruce Huang Ruida Zhou Suhas Diggavi | 2024/2/19 |
Communication Efficient Distributed Learning | Navjot Singh Deepesh Data Suhas Diggavi | 2023/8/4 | |
Byzantine-resilient high-dimensional federated learning | IEEE Transactions on Information Theory | Deepesh Data Suhas Diggavi | 2023/6/9 |
Distributed Mean Estimation for Multi-Message Shuffled Privacy | Antonious M Girgis Suhas Diggavi | 2023/7/21 | |
Guest Editorial Communication-Efficient Distributed Learning Over Networks | IEEE journal on selected areas in communications | Xuanyu Cao Tamer Başar Suhas Diggavi Yonina C Eldar Khaled B Letaief | 2023/3/17 |
Community-aware group testing | IEEE Transactions on Information Theory | Pavlos Nikolopoulos Sundara Rajan Srinivasavaradhan Tao Guo Christina Fragouli Suhas Diggavi | 2023/3/1 |
Personalized pca for federated heterogeneous data | Kaan Ozkara Bruce Huang Suhas Diggavi | 2023/6/25 | |
Feature Compression for Multimodal Multi-Object Tracking | Xinlin Li Osama A Hanna Christina Fragouli Suhas Diggavi Gunjan Verma | 2023/10/30 | |
Communication-efficient distributed learning: An overview | Xuanyu Cao Tamer Başar Suhas Diggavi Yonina C Eldar Khaled B Letaief | 2023/2/6 | |
Representation Transfer Learning via Multiple Pre-trained models for Linear Regression | Navjot Singh Suhas Diggavi | 2023/6/25 | |
Failure-Resilient ML Inference at the Edge through Graceful Service Degradation | Walid A Hanafy Li Wu Tarek Abdelzaher Suhas Diggavi Prashant Shenoy | 2023/10/30 | |
Coded estimation: Design of backscatter array codes for 3d orientation estimation | IEEE Transactions on Wireless Communications | Mohamad Rida Rammal Suhas Diggavi Ashutosh Sabharwal | 2023/1/24 |
HQAlign: aligning nanopore reads for SV detection using current-level modeling | Bioinformatics | Dhaivat Joshi Suhas Diggavi Mark JP Chaisson Sreeram Kannan | 2023/10/1 |
Common information dimension | Osama A Hanna Xinlin Li Suhas Diggavi Christina Fragouli | 2023/6/25 |
