Vitaly Feldman

发表

Individual Privacy Accounting via a Renyi Filter pdf

Vitaly Feldman, Tijana Zrnic, 2020, ArXiv.

When is Memorization of Irrelevant Training Data Necessary for High-Accuracy Learning? pdf

Gavin Brown, Kunal Talwar, Vitaly Feldman, 2020, ArXiv.

Encode, Shuffle, Analyze Privacy Revisited: Formalizations and Empirical Evaluation pdf

Úlfar Erlingsson, Ilya Mironov, Shuang Song, 2020, ArXiv.

What Neural Networks Memorize and Why: Discovering the Long Tail via Influence Estimation

Vitaly Feldman, Chiyuan Zhang, Chiyuan Zhang, 2020, NeurIPS.

Approximate resilience, monotonicity, and the complexity of agnostic learning

Li-Yang Tan, Dana Dachman-Soled, Andrew Wan, 2014, SODA.

Private stochastic convex optimization: optimal rates in linear time

Kunal Talwar, Vitaly Feldman, Tomer Koren, 2020, STOC.

PAC learning with stable and private predictions pdf

Vitaly Feldman, Yuval Dagan, 2019, COLT 2020.

Stability of Stochastic Gradient Descent on Nonsmooth Convex Losses pdf

Raef Bassily, Kunal Talwar, Vitaly Feldman, 2020, NeurIPS.

Hiding Among the Clones: A Simple and Nearly Optimal Analysis of Privacy Amplification by Shuffling pdf

Kunal Talwar, Vitaly Feldman, Audra McMillan, 2020, ArXiv.