Anand Sarwate
Rutgers, The State University of New Jersey
H-index: 29
North America-United States
Top articles of Anand Sarwate
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Spectral evolution and invariance in linear-width neural networks | Advances in Neural Information Processing Systems | Zhichao Wang Andrew Engel Anand D Sarwate Ioana Dumitriu Tony Chiang | 2024/2/13 |
Federated Learning of Tensor Generalized Linear Models with low Separation Rank | Jose Hoyos Sanchez Batoul Taki Waheed U Bajwa Anand D Sarwate | 2024/4/14 | |
Low Separation Rank in Tensor Generalized Linear Models: An Asymptotic Analysis | Batoul Taki Anand D Sarwate Waheed U Bajwa | 2024/3/13 | |
Approximating functions with approximate privacy for applications in signal estimation and learning | Entropy | Naima Tasnim Jafar Mohammadi Anand D Sarwate Hafiz Imtiaz | 2023/5/22 |
Federated, Fast, and Private Visualization of Decentralized Data | Debbrata Kumar Saha Vince Calhoun Soo Min Kwon Anand Sarwate Rekha Saha | 2023/7/21 | |
Differential fairness: an intersectional framework for fair AI | Entropy | Rashidul Islam Kamrun Naher Keya Shimei Pan Anand D Sarwate James R Foulds | 2023/4/14 |
Computationally Efficient Codes for Adversarial Binary-Erasure Channels | Sijie Li Prasad Krishnan Sidharth Jaggi Michael Langberg Anand D Sarwate | 2023/6/25 | |
Critical AI and Design Justice: An Interview with Sasha Costanza-Chock | Critical AI | Kristin Rose Kate Henne Sabelo Mhlambi Anand Sarwate Sasha Costanza-Chock | 2023/10/1 |
Federated analysis in COINSTAC reveals functional network connectivity and spectral links to smoking and alcohol consumption in nearly 2,000 adolescent brains | Neuroinformatics | Harshvardhan Gazula Kelly Rootes-Murdy Bharath Holla Sunitha Basodi Zuo Zhang | 2023/4 |
Robust Nonparametric Hypothesis Testing to Understand Variability in Training Neural Networks | arXiv preprint arXiv:2310.00541 | Sinjini Banerjee Reilly Cannon Tim Marrinan Tony Chiang Anand D Sarwate | 2023/10/1 |
Enhancing collaborative neuroimaging research: introducing COINSTAC Vaults for federated analysis and reproducibility | Frontiers in Neuroinformatics | Dylan Martin Sunitha Basodi Sandeep Panta Kelly Rootes-Murdy Paul Prae | 2023/6/19 |
FAITHFUL AND EFFICIENT EXPLANATIONS FOR NEU-RAL NETWORKS VIA NEURAL TANGENT KERNEL SUR-ROGATE MODELS | Andrew Engel Zhichao Wang Natalie S Frank Ioana Dumitriu Sutanay Choudhury | 2023 | |
Minibatching Offers Improved Generalization Performance for Second Order Optimizers | arXiv preprint arXiv:2307.11684 | Eric Silk Swarnita Chakraborty Nairanjana Dasgupta Anand D Sarwate Andrew Lumsdaine | 2023/5/26 |
Cortical similarities in psychiatric and mood disorders identified in federated VBM analysis via COINSTAC | medRxiv | Kelly Rootes-Murdy Sandeep Panta Ross Kelly Javier Romero Yann Quide | 2023 |
Robust explanations for deep neural networks via pseudo neural tangent kernel surrogate models | arXiv preprint arXiv:2305.14585 | Andrew Engel Zhichao Wang Natalie S Frank Ioana Dumitriu Sutanay Choudhury | 2023/5/23 |
Structured Low-Rank Tensors for Generalized Linear Models | arXiv preprint arXiv:2308.02922 | Batoul Taki Anand D Sarwate Waheed U Bajwa | 2023/8/5 |
Quadratically constrained myopic adversarial channels | IEEE Transactions on Information Theory | Yihan Zhang Shashank Vatedka Sidharth Jaggi Anand D Sarwate | 2022/4/14 |
Privacy leakage in discrete-time updating systems | Nitya Sathyavageeswaran Roy D Yates Anand D Sarwate Narayan Mandayam | 2022/6/26 | |
Privid: Practical, Privacy-Preserving Queries on Public Video | 19th USENIX Symposium on Networked Systems Design and Implementation | Frank Cangialosi Neil Agarwal Venkat Arun Junchen Jiang Srinivas Narayana | 2022/4 |
The capacity of causal adversarial channels | Yihan Zhang Sidharth Jaggi Michael Langberg Anand D Sarwate | 2022/6/26 |
Co-Authors
