Feldman, Vitaly

The reusable holdout: Preserving validity in adaptive data analysis

Dwork, C., Feldman, V., Hardt, M., Pitassi, T., Reingold, O., & Roth, A. (2015) · Science

Privacy-Preserving Technologies in DataStatistical Methods and Inference

Cited by 307

Does learning require memorization? a short tale about a long tail

Feldman, V. (2020) · Proceedings of the 52nd Annual ACM SIGACT Symposium on Theory of Computing

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 287

Generalization in Adaptive Data Analysis and Holdout Reuse

Dwork, C., Feldman, V., Hardt, M., Pitassi, T., Reingold, O., & Roth, A. (2015) · arXiv

Privacy-Preserving Technologies in DataStatistical Methods and Inference

Cited by 152

Agnostic Learning of Monomials by Halfspaces Is Hard

Feldman, V., Guruswami, V., Raghavendra, P., & Wu, Y. (2012) · SIAM Journal on Computing

Complexity and Algorithms in GraphsMachine Learning and Algorithms

Cited by 143