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Robi Bhattacharjee
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Year
When are non-parametric methods robust?
R Bhattacharjee, K Chaudhuri
International Conference on Machine Learning, 832-841, 2020
302020
Sample complexity of robust linear classification on separated data
R Bhattacharjee, S Jha, K Chaudhuri
International Conference on Machine Learning, 884-893, 2021
192021
What relations are reliably embeddable in Euclidean space?
R Bhattacharjee, S Dasgupta
Algorithmic Learning Theory, 174-195, 2020
92020
Consistent non-parametric methods for maximizing robustness
R Bhattacharjee, K Chaudhuri
Advances in Neural Information Processing Systems 34, 9036-9048, 2021
72021
No-substitution k-means clustering with adversarial order
R Bhattacharjee, M Moshkovitz
Algorithmic Learning Theory, 345-366, 2021
72021
Consistent non-parametric methods for adaptive robustness
R Bhattacharjee, K Chaudhuri
arXiv preprint arXiv:2102.09086, 2021
62021
Sample complexity of adversarially robust linear classification on separated data
R Bhattacharjee, S Jha, K Chaudhuri
arXiv preprint arXiv:2012.10794, 2020
62020
Robust empirical risk minimization with tolerance
R Bhattacharjee, M Hopkins, A Kumar, H Yu, K Chaudhuri
International Conference on Algorithmic Learning Theory, 182-203, 2023
52023
Online k-means clustering on arbitrary data streams
R Bhattacharjee, J Imola, M Moshkovitz, S Dasgupta
International Conference on Algorithmic Learning Theory, 204-236, 2023
12023
Learning what to remember
R Bhattacharjee, G Mahajan
International Conference on Algorithmic Learning Theory, 70-89, 2022
12022
An exploration of multicalibration uniform convergence bounds
H Rosenberg, R Bhattacharjee, K Fawaz, S Jha
arXiv preprint arXiv:2202.04530, 2022
12022
Data-copying in generative models: a formal framework
R Bhattacharjee, S Dasgupta, K Chaudhuri
International Conference on Machine Learning, 2364-2396, 2023
2023
Effective resistance in metric spaces
R Bhattacharjee, A Cloninger, Y Freund, A Oslandsbotn
arXiv preprint arXiv:2306.15649, 2023
2023
Theoretical Foundations of Trustworthy Machine Learning
R Bhattacharjee
University of California, San Diego, 2023
2023
Structure from Voltage
R Bhattacharjee, A Cloninger, Y Freund, A Oslandsbotn
arXiv preprint arXiv:2203.00063, 2022
2022
No-Substitution k-means Clustering with Low Center Complexity and Memory.
R Bhattacharjee, J Imola
CoRR, 2021
2021
Optimally Perturbed Identity Matrices of Rank 2
R Bhattacharjee
arXiv preprint arXiv:1907.05589, 2019
2019
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Articles 1–17