Learning Infinite Layer Networks Without the Kernel Trick. - Roi Livni; Daniel Carmon; Amir Globerson (ICML, 2017)

A Characterization of Multiclass Learnability. - Nataly Brukhim; Daniel Carmon; Irit Dinur; Shay Moran; Amir Yehudayoff (Electron. Colloquium Comput. Complex., 2022)

The sample complexity of ERMs in stochastic convex optimization. - Daniel Carmon; Amir Yehudayoff; Roi Livni (AISTATS, 2024)