Heidari, Mohsen

8 publications

NeurIPS 2025 Hadamard Test Is Sufficient for Efficient Quantum Gradient Estimation with Lie Algebraic Symmetries Mohsen Heidari, Masih Mozakka, Wojciech Szpankowski
COLT 2025 Learning DNF Through Generalized Fourier Representations Mohsen Heidari, Roni Khardon
AISTATS 2023 Agnostic PAC Learning of $k$-Juntas Using $l_2$-Polynomial Regression Mohsen Heidari, Wojciech Szpankowski
TMLR 2023 Expected Worst Case Regret via Stochastic Sequential Covering Changlong Wu, Mohsen Heidari, Ananth Grama, Wojciech Szpankowski
AISTATS 2023 Learning K-Qubit Quantum Operators via Pauli Decomposition Mohsen Heidari, Wojciech Szpankowski
NeurIPS 2022 Precise Regret Bounds for Log-Loss via a Truncated Bayesian Algorithm Changlong Wu, Mohsen Heidari, Ananth Grama, Wojciech Szpankowski
AAAI 2022 Toward Physically Realizable Quantum Neural Networks Mohsen Heidari, Ananth Grama, Wojciech Szpankowski
ICML 2021 Finding Relevant Information via a Discrete Fourier Expansion Mohsen Heidari, Jithin Sreedharan, Gil I Shamir, Wojciech Szpankowski