Graph Agnostic Causal Bayesian Optimisation

5 November 2024

Papers citing "Graph Agnostic Causal Bayesian Optimisation"

11 / 11 papers shown

Title
Additive Causal Bandits with Unknown Graph Alan Malek Virginia Aglietti Silvia Chiappa CML 59 9 0 13 Jun 2023
Causal Bandits without Graph Learning Mikhail Konobeev Jalal Etesami Negar Kiyavash CML 44 8 0 26 Jan 2023
Active Bayesian Causal Inference Christian Toth Lars Lorch Christian Knoll Andreas Krause Franz Pernkopf Robert Peharz Julius von Kügelgen 81 27 0 04 Jun 2022
Bayesian Optimization of Function Networks Raul Astudillo P. Frazier 71 37 0 31 Dec 2021
DiBS: Differentiable Bayesian Structure Learning Lars Lorch Jonas Rothfuss Bernhard Schölkopf Andreas Krause 65 90 0 25 May 2021
Causal Bayesian Optimization Virginia Aglietti Xiaoyu Lu Andrei Paleyes Javier Gonz' alez CML 42 49 0 24 May 2020
Optimal experimental design via Bayesian optimization: active causal structure learning for Gaussian process networks Julius von Kügelgen Paul Kishan Rubenstein Bernhard Schölkopf Adrian Weller CML 57 20 0 09 Oct 2019
Cost-Optimal Learning of Causal Graphs Murat Kocaoglu A. Dimakis S. Vishwanath CML 110 68 0 08 Mar 2017
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 169 412 0 06 Mar 2017
A Literature Survey of Benchmark Functions For Global Optimization Problems Momin Jamil Xin-She Yang 106 1,285 0 19 Aug 2013
Gaussian Process Networks N. Friedman I. Nachman GP BDL 175 86 0 16 Jan 2013