Causal Bayesian Optimization

Causal Bayesian Optimization

24 May 2020

Virginia Aglietti

Javier Gonz' alez

Papers citing "Causal Bayesian Optimization"

10 / 10 papers shown

Title
Causal Discovery via Bayesian Optimization Bao Duong Sunil Gupta Thin Nguyen 51 0 0 28 Jan 2025
Spectral Representations for Accurate Causal Uncertainty Quantification with Gaussian Processes Hugh Dance Peter Orbanz Arthur Gretton CML 42 1 0 18 Oct 2024
Causally Abstracted Multi-armed Bandits Fabio Massimo Zennaro Nicholas Bishop Joel Dyer Yorgos Felekis Anisoara Calinescu Michael Wooldridge Theodoros Damoulas 38 2 0 26 Apr 2024
CURE: Simulation-Augmented Auto-Tuning in Robotics Md. Abir Hossen Sonam Kharade Jason M. O'Kane B. Schmerl David Garlan Pooyan Jamshidi 27 1 0 08 Feb 2024
Optimal Observation-Intervention Trade-Off in Optimisation Problems with Causal Structure K. Hammar Neil Dhir CML 20 0 0 05 Sep 2023
Functional Causal Bayesian Optimization Limor Gultchin Virginia Aglietti Alexis Bellot Silvia Chiappa CML 35 4 0 10 Jun 2023
Causal Deep Learning Jeroen Berrevoets Krzysztof Kacprzyk Zhaozhi Qian M. Schaar CML AI4CE 21 25 0 03 Mar 2023
Contextual Causal Bayesian Optimisation Vahan Arsenyan Antoine Grosnit Haitham Bou-Ammar CML 38 2 0 29 Jan 2023
BoGraph: Structured Bayesian Optimization From Logs for Expensive Systems with Many Parameters Sami Alabed Eiko Yoneki 20 7 0 16 Dec 2021
Chronological Causal Bandits Neil Dhir 20 0 0 03 Dec 2021