Faradonbeh, Mohamad Kazem Shirani

6 publications

ICMLW 2023 Balancing Exploration and Exploitation in Partially Observed Linear Contextual Bandits via Thompson Sampling Hongju Park, Mohamad Kazem Shirani Faradonbeh

NeurIPSW 2023 Online Learning of Optimal Prescriptions Under Bandit Feedback with Unknown Contexts Hongju Park, Mohamad Kazem Shirani Faradonbeh

NeurIPSW 2023 Sequentially Adaptive Experimentation for Learning Optimal Options Subject to Unobserved Contexts Hongju Park, Mohamad Kazem Shirani Faradonbeh

ICMLW 2022 A Regret Bound for Greedy Partially Observed Stochastic Contextual Bandits Hongju Park, Mohamad Kazem Shirani Faradonbeh

NeurIPSW 2022 Online Learning of Optimal Control Signals in Stochastic Linear Dynamical Systems Mohamad Kazem Shirani Faradonbeh

NeurIPS 2022 Thompson Sampling Efficiently Learns to Control Diffusion Processes Mohamad Kazem Shirani Faradonbeh, Mohamad Sadegh Shirani Faradonbeh, Mohsen Bayati