conftrace_

causal bandit

16 papers

Explore in graph

Also known as

CB

Co-occurring keywords

causal inference (1630) regret bound (1926) multi-armed bandit (1098) structural causal model (184) causal graph (140) causal intervention (110) thompson sampling (237) soft intervention (12) simple regret (17) causal model (57)

Papers

Partial Structure Discovery is Sufficient for No-regret Learning in Causal Bandits NIPS 2024
Linear Causal Bandits: Unknown Graph and Soft Interventions NIPS 2024
Confounded Budgeted Causal Bandits CLEAR 2024
Causal Bandits with General Causal Models and Interventions AISTATS 2024
Additive Causal Bandits with Unknown Graph ICML 2023
Learning good interventions in causal graphs via covering UAI 2023
Approximate Allocation Matching for Structural Causal Bandits with Unobserved Confounders NIPS 2023
Causal Bandits for Linear Structural Equation Models JMLR 2023
Causal Bandits without prior knowledge using separating sets CLEAR 2022
Adaptively Exploiting d-Separators with Causal Bandits NIPS 2022
Causal Bandits with Unknown Graph Structure NIPS 2021
Regret Analysis of Bandit Problems with Causal Background Knowledge UAI 2020
Structural Causal Bandits with Non-Manipulable Variables AAAI 2019
Causal Bandits with Propagating Inference ICML 2018
Structural Causal Bandits: Where to Intervene? NIPS 2018
Causal Bandits: Learning Good Interventions via Causal Inference NIPS 2016