Bhattacharjee, Robi

12 publications

NeurIPS 2025 Consistency of the $k_n$-Nearest Neighbor Rule Under Adaptive Sampling Robi Bhattacharjee, Geelon So, Sanjoy Dasgupta

COLT 2025 How to Safely Discard Features Based on Aggregate SHAP Values Robi Bhattacharjee, Karolin Frohnapfel, Ulrike Luxburg

NeurIPS 2024 Auditing Local Explanations Is Hard Robi Bhattacharjee, Ulrike von Luxburg

ICML 2023 Data-Copying in Generative Models: A Formal Framework Robi Bhattacharjee, Sanjoy Dasgupta, Kamalika Chaudhuri

ALT 2023 Online K-Means Clustering on Arbitrary Data Streams Robi Bhattacharjee, Jacob Imola, Michal Moshkovitz, Sanjoy Dasgupta

ALT 2023 Robust Empirical Risk Minimization with Tolerance Robi Bhattacharjee, Max Hopkins, Akash Kumar, Hantao Yu, Kamalika Chaudhuri

ALT 2022 Learning What to Remember Robi Bhattacharjee, Gaurav Mahajan

NeurIPS 2021 Consistent Non-Parametric Methods for Maximizing Robustness Robi Bhattacharjee, Kamalika Chaudhuri

ALT 2021 No-Substitution K-Means Clustering with Adversarial Order Robi Bhattacharjee, Michal Moshkovitz

ICML 2021 Sample Complexity of Robust Linear Classification on Separated Data Robi Bhattacharjee, Somesh Jha, Kamalika Chaudhuri

ALT 2020 What Relations Are Reliably Embeddable in Euclidean Space? Robi Bhattacharjee, Sanjoy Dasgupta

ICML 2020 When Are Non-Parametric Methods Robust? Robi Bhattacharjee, Kamalika Chaudhuri