Sarwate, Anand D.

8 publications

ICLR 2025 Learning to Help in Multi-Class Settings Yu Wu, Yansong Li, Zeyu Dong, Nitya Sathyavageeswaran, Anand D. Sarwate

NeurIPS 2023 Spectral Evolution and Invariance in Linear-Width Neural Networks Zhichao Wang, Andrew Engel, Anand D Sarwate, Ioana Dumitriu, Tony Chiang

JMLR 2021 Predictive Learning on Hidden Tree-Structured Ising Models Konstantinos E. Nikolakakis, Dionysios S. Kalogerias, Anand D. Sarwate

AISTATS 2019 Learning Tree Structures from Noisy Data Konstantinos E. Nikolakakis, Dionysios S. Kalogerias, Anand D. Sarwate

AISTATS 2015 Learning from Data with Heterogeneous Noise Using SGD Shuang Song, Kamalika Chaudhuri, Anand D. Sarwate

JMLR 2013 A Near-Optimal Algorithm for Differentially-Private Principal Components Kamalika Chaudhuri, Anand D. Sarwate, Kaushik Sinha

NeurIPS 2013 Auditing: Active Learning with Outcome-Dependent Query Costs Sivan Sabato, Anand D Sarwate, Nati Srebro

JMLR 2011 Differentially Private Empirical Risk Minimization Kamalika Chaudhuri, Claire Monteleoni, Anand D. Sarwate