Muhammad Qasim Elahi
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
causal discovery
(3)
causal bandit
(2)
interventional data
(2)
structural hamming distance
(2)
structural causal model
(2)
regret bound
(1)
sublinear regret
(1)
unobserved confounder
(1)
causal graph
(1)
latent confounder
(1)
multi-level feedback
(1)
non-markovian reward
(1)
dag sampling
(1)
interventional learning
(1)
episodic reward
(1)
allocation matching
(1)
causal inference
(1)
graph separating system
(1)
online learning
(1)
bayesian learning
(1)
Papers
Reinforcement Learning from Multi-level and Episodic Human Feedback
L4DC 2025
Adaptive Online Experimental Design for Causal Discovery
ICML 2024
Partial Structure Discovery is Sufficient for No-regret Learning in Causal Bandits
NeurIPS 2024
Sample Efficient Bayesian Learning of Causal Graphs from Interventions
NeurIPS 2024
Approximate Allocation Matching for Structural Causal Bandits with Unobserved Confounders
NeurIPS 2023