Robi Bhattacharjee

According to our database, Robi Bhattacharjee authored at least 18 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

How to safely discard features based on aggregate SHAP values.

Robi Bhattacharjee, Karolin Frohnapfel, Ulrike von Luxburg

CoRR, March, 2025

2024

Beyond Discrepancy: A Closer Look at the Theory of Distribution Shift.

Robi Bhattacharjee, Nick Rittler, Kamalika Chaudhuri

CoRR, 2024

Auditing Local Explanations is Hard.

Robi Bhattacharjee, Ulrike von Luxburg

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Effective resistance in metric spaces.

Robi Bhattacharjee, Alexander Cloninger, Yoav Freund, Andreas Oslandsbotn

CoRR, 2023

Data-Copying in Generative Models: A Formal Framework.

Robi Bhattacharjee, Sanjoy Dasgupta, Kamalika Chaudhuri

Proceedings of the International Conference on Machine Learning, 2023

Online k-means Clustering on Arbitrary Data Streams.

Robi Bhattacharjee, Jacob Imola, Michal Moshkovitz, Sanjoy Dasgupta

Proceedings of the International Conference on Algorithmic Learning Theory, 2023

Robust Empirical Risk Minimization with Tolerance.

Robi Bhattacharjee, Max Hopkins, Akash Kumar, Hantao Yu, Kamalika Chaudhuri

Proceedings of the International Conference on Algorithmic Learning Theory, 2023

2022

Structure from Voltage.

Robi Bhattacharjee, Alex Cloninger, Yoav Freund

CoRR, 2022

An Exploration of Multicalibration Uniform Convergence Bounds.

Harrison Rosenberg, Robi Bhattacharjee, Kassem Fawaz, Somesh Jha

CoRR, 2022

Learning what to remember.

Robi Bhattacharjee, Gaurav Mahajan

Proceedings of the International Conference on Algorithmic Learning Theory, 29 March, 2022

2021

No-Substitution $k$-means Clustering with Low Center Complexity and Memory.

Robi Bhattacharjee, Jacob Imola

CoRR, 2021

Consistent Non-Parametric Methods for Adaptive Robustness.

Robi Bhattacharjee, Kamalika Chaudhuri

CoRR, 2021

Consistent Non-Parametric Methods for Maximizing Robustness.

Robi Bhattacharjee, Kamalika Chaudhuri

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Sample Complexity of Robust Linear Classification on Separated Data.

Robi Bhattacharjee, Somesh Jha, Kamalika Chaudhuri

Proceedings of the 38th International Conference on Machine Learning, 2021

No-substitution k-means Clustering with Adversarial Order.

Robi Bhattacharjee, Michal Moshkovitz

Proceedings of the Algorithmic Learning Theory, 2021

2020

Sample Complexity of Adversarially Robust Linear Classification on Separated Data.

Robi Bhattacharjee, Somesh Jha, Kamalika Chaudhuri

CoRR, 2020

When are Non-Parametric Methods Robust?

Robi Bhattacharjee, Kamalika Chaudhuri

Proceedings of the 37th International Conference on Machine Learning, 2020

What relations are reliably embeddable in Euclidean space?

Robi Bhattacharjee, Sanjoy Dasgupta

Proceedings of the Algorithmic Learning Theory, 2020