Benefits of Additive Noise in Composing Classes with Bounded Capacity. - Alireza Fathollah Pour; Hassan Ashtiani (NeurIPS, 2022)

On the Role of Noise in the Sample Complexity of Learning Recurrent Neural Networks: Exponential Gaps for Long Sequences. - Alireza Fathollah Pour; Hassan Ashtiani (NeurIPS, 2023)

Sample-Optimal Locally Private Hypothesis Selection and the Provable Benefits of Interactivity. - Alireza Fathollah Pour; Hassan Ashtiani; Shahab Asoodeh (COLT, 2024)