Robi Bhattacharjee

27 papers A* 6B 5Journal 16
YearRankTypeTitle / Venue / Authors
2025 A* conf
How to safely discard features based on aggregate SHAP values.
COLT
Robi Bhattacharjee, Karolin Frohnapfel, Ulrike von Luxburg
2025 J jnl
How to safely discard features based on aggregate SHAP values.
CoRR
Robi Bhattacharjee, Karolin Frohnapfel, Ulrike von Luxburg
2025 J jnl
Informative Post-Hoc Explanations Only Exist for Simple Functions.
CoRR
Eric Günther, Balázs Szabados, Robi Bhattacharjee, Sebastian Bordt, Ulrike von Luxburg
2024 A* conf
Auditing Local Explanations is Hard.
NeurIPS
Robi Bhattacharjee, Ulrike von Luxburg
2024 J jnl
Auditing Local Explanations is Hard.
CoRR
Robi Bhattacharjee, Ulrike von Luxburg
2024 J jnl
Beyond Discrepancy: A Closer Look at the Theory of Distribution Shift.
CoRR
Robi Bhattacharjee, Nick Rittler, Kamalika Chaudhuri
2023 A* conf
Data-Copying in Generative Models: A Formal Framework.
ICML
Robi Bhattacharjee, Sanjoy Dasgupta, Kamalika Chaudhuri
2023 J jnl
Data-Copying in Generative Models: A Formal Framework.
CoRR
Robi Bhattacharjee, Sanjoy Dasgupta, Kamalika Chaudhuri
2023 J jnl
Effective resistance in metric spaces.
CoRR
Robi Bhattacharjee, Alexander Cloninger, Yoav Freund, Andreas Oslandsbotn
2023 B conf
Online k-means Clustering on Arbitrary Data Streams.
ALT
Robi Bhattacharjee, Jacob Imola, Michal Moshkovitz, Sanjoy Dasgupta
2023 B conf
Robust Empirical Risk Minimization with Tolerance.
ALT
Robi Bhattacharjee, Max Hopkins, Akash Kumar, Hantao Yu, Kamalika Chaudhuri
2022 J jnl
An Exploration of Multicalibration Uniform Convergence Bounds.
CoRR
Harrison Rosenberg, Robi Bhattacharjee, Kassem Fawaz, Somesh Jha
2022 B conf
Learning what to remember.
ALT
Robi Bhattacharjee, Gaurav Mahajan
2022 J jnl
Learning what to remember.
CoRR
Robi Bhattacharjee, Gaurav Mahajan
2022 J jnl
Robust Empirical Risk Minimization with Tolerance.
CoRR
Robi Bhattacharjee, Max Hopkins, Akash Kumar, Hantao Yu, Kamalika Chaudhuri
2022 J jnl
Structure from Voltage.
CoRR
Robi Bhattacharjee, Alex Cloninger, Yoav Freund
2021 J jnl
Consistent Non-Parametric Methods for Adaptive Robustness.
CoRR
Robi Bhattacharjee, Kamalika Chaudhuri
2021 A* conf
Consistent Non-Parametric Methods for Maximizing Robustness.
NeurIPS
Robi Bhattacharjee, Kamalika Chaudhuri
2021 J jnl
No-Substitution $k$-means Clustering with Low Center Complexity and Memory.
CoRR
Robi Bhattacharjee, Jacob Imola
2021 B conf
No-substitution k-means Clustering with Adversarial Order.
ALT
Robi Bhattacharjee, Michal Moshkovitz
2021 A* conf
Sample Complexity of Robust Linear Classification on Separated Data.
ICML
Robi Bhattacharjee, Somesh Jha, Kamalika Chaudhuri
2020 J jnl
No-substitution k-means Clustering with Adversarial Order.
CoRR
Robi Bhattacharjee, Michal Moshkovitz
2020 J jnl
Sample Complexity of Adversarially Robust Linear Classification on Separated Data.
CoRR
Robi Bhattacharjee, Somesh Jha, Kamalika Chaudhuri
2020 B conf
What relations are reliably embeddable in Euclidean space?
ALT
Robi Bhattacharjee, Sanjoy Dasgupta
2020 A* conf
When are Non-Parametric Methods Robust?
ICML
Robi Bhattacharjee, Kamalika Chaudhuri
2020 J jnl
When are Non-Parametric Methods Robust?
CoRR
Robi Bhattacharjee, Kamalika Chaudhuri
2019 J jnl
What relations are reliably embeddable in Euclidean space?
CoRR
Robi Bhattacharjee, Sanjoy Dasgupta