Elahi, Muhammad Qasim

8 publications

NeurIPS 2025 Characterization and Learning of Causal Graphs from Hard Interventions Zihan Zhou, Muhammad Qasim Elahi, Murat Kocaoglu

TMLR 2025 Identification of Average Outcome Under Interventions in Confounded Additive Noise Models Muhammad Qasim Elahi, Mahsa Ghasemi, Murat Kocaoglu

L4DC 2025 Reinforcement Learning from Multi-Level and Episodic Human Feedback Muhammad Qasim Elahi, Somtochukwu Oguchienti, Maheed H. Ahmed, Mahsa Ghasemi

ICML 2024 Adaptive Online Experimental Design for Causal Discovery Muhammad Qasim Elahi, Lai Wei, Murat Kocaoglu, Mahsa Ghasemi

NeurIPS 2024 Partial Structure Discovery Is Sufficient for No-Regret Learning in Causal Bandits Muhammad Qasim Elahi, Mahsa Ghasemi, Murat Kocaoglu

ICMLW 2024 Partial Structure Discovery Is Sufficient for No-Regret Learning in Causal Bandits Muhammad Qasim Elahi, Mahsa Ghasemi, Murat Kocaoglu

NeurIPS 2024 Sample Efficient Bayesian Learning of Causal Graphs from Interventions Zihan Zhou, Muhammad Qasim Elahi, Murat Kocaoglu

NeurIPS 2023 Approximate Allocation Matching for Structural Causal Bandits with Unobserved Confounders Lai Wei, Muhammad Qasim Elahi, Mahsa Ghasemi, Murat Kocaoglu