Dynamic Causal Bayesian Optimization

Dynamic Causal Bayesian Optimization

26 October 2021

Virginia Aglietti

Javier I. González

Theodoros Damoulas

Papers citing "Dynamic Causal Bayesian Optimization"

15 / 15 papers shown

Title
Causal Bayesian Optimization with Unknown Graphs Jean Durand Yashas Annadani Stefan Bauer S. Parbhoo CML 63 0 0 25 Mar 2025
Causal Discovery via Bayesian Optimization Bao Duong Sunil Gupta Thin Nguyen 48 0 0 28 Jan 2025
Causal Bayesian Optimization via Exogenous Distribution Learning Shaogang Ren Xiaoning Qian 16 1 0 03 Feb 2024
Optimal Observation-Intervention Trade-Off in Optimisation Problems with Causal Structure K. Hammar Neil Dhir CML 20 0 0 05 Sep 2023
Adversarial Causal Bayesian Optimization Scott Sussex Pier Giuseppe Sessa A. Makarova Andreas Krause 22 3 0 31 Jul 2023
Inroads into Autonomous Network Defence using Explained Reinforcement Learning Myles Foley Miaowei Wang M. Zoe Chris Hicks V. Mavroudis AAML 19 14 0 15 Jun 2023
Functional Causal Bayesian Optimization Limor Gultchin Virginia Aglietti Alexis Bellot Silvia Chiappa CML 35 4 0 10 Jun 2023
Bayesian Optimization of Expensive Nested Grey-Box Functions Wenjie Xu Yuning Jiang B. Svetozarevic Colin N. Jones 25 1 0 08 Jun 2023
Finding Counterfactually Optimal Action Sequences in Continuous State Spaces Stratis Tsirtsis Manuel Gomez Rodriguez CML OffRL 32 9 0 06 Jun 2023
Causal Deep Learning Jeroen Berrevoets Krzysztof Kacprzyk Zhaozhi Qian M. Schaar CML AI4CE 21 25 0 03 Mar 2023
Developing Optimal Causal Cyber-Defence Agents via Cyber Security Simulation A. Andrew Samuel Spillard Joshua Collyer Neil Dhir 25 32 0 25 Jul 2022
Chronological Causal Bandits Neil Dhir 18 0 0 03 Dec 2021
Time-Varying Gaussian Process Bandit Optimization Ilija Bogunovic Jonathan Scarlett V. Cevher 69 95 0 25 Jan 2016
From Ordinary Differential Equations to Structural Causal Models: the deterministic case Joris Mooij Dominik Janzing Bernhard Schölkopf 76 101 0 09 Aug 2014
Gaussian Process Structural Equation Models with Latent Variables Ricardo M. A. Silva R. Gramacy CML 66 11 0 09 Aug 2014