Beimel, Amos

5 publications

COLT 2020 Closure Properties for Private Classification and Online Prediction Noga Alon, Amos Beimel, Shay Moran, Uri Stemmer

JMLR 2019 Characterizing the Sample Complexity of Pure Private Learners Amos Beimel, Kobbi Nissim, Uri Stemmer

COLT 2019 Private Center Points and Learning of Halfspaces Amos Beimel, Shay Moran, Kobbi Nissim, Uri Stemmer

MLJ 2014 Bounds on the Sample Complexity for Private Learning and Private Data Release Amos Beimel, Hai Brenner, Shiva Prasad Kasiviswanathan, Kobbi Nissim

COLT 1998 The Query Complexity of Finding Local Minima in the Lattice Amos Beimel, Felix Geller, Eyal Kushilevitz