Sarwate, Anand

5 publications

ICLR 2024 Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models Andrew William Engel, Zhichao Wang, Natalie Frank, Ioana Dumitriu, Sutanay Choudhury, Anand Sarwate, Tony Chiang

ICMLW 2023 Federated, Fast, and Private Visualization of Decentralized Data Debbrata Kumar Saha, Vince Calhoun, Soo Min Kwon, Anand Sarwate, Rekha Saha, Sergey Plis

TMLR 2023 Structured Low-Rank Tensors for Generalized Linear Models Batoul Ahmad Taki, Anand Sarwate, Waheed U. Bajwa

ICML 2014 On Measure Concentration of Random Maximum A-Posteriori Perturbations Francesco Orabona, Tamir Hazan, Anand Sarwate, Tommi Jaakkola

NeurIPS 2012 Near-Optimal Differentially Private Principal Components Kamalika Chaudhuri, Anand Sarwate, Kaushik Sinha