BoGraph: Structured Bayesian Optimization From Logs for Expensive Systems with Many Parameters

16 December 2021

Papers citing "BoGraph: Structured Bayesian Optimization From Logs for Expensive Systems with Many Parameters"

6 / 6 papers shown

Title
Graph Agnostic Causal Bayesian Optimisation Sumantrak Mukherjee Mengyan Zhang Seth Flaxman Sebastian Vollmer CML 40 0 0 05 Nov 2024
Optimal Observation-Intervention Trade-Off in Optimisation Problems with Causal Structure K. Hammar Neil Dhir CML 20 0 0 05 Sep 2023
Causal fault localisation in dataflow systems Andrei Paleyes Neil D. Lawrence 37 3 0 24 Apr 2023
Real-world Machine Learning Systems: A survey from a Data-Oriented Architecture Perspective Christian Cabrera Andrei Paleyes Pierre Thodoroff Neil D. Lawrence AI4TS AI4CE OOD 35 6 0 09 Feb 2023
Model-based Causal Bayesian Optimization Scott Sussex A. Makarova Andreas Krause CML 19 23 0 18 Nov 2022
Active Learning for Optimal Intervention Design in Causal Models Jiaqi Zhang Louis V. Cammarata C. Squires T. Sapsis Caroline Uhler CML 46 25 0 10 Sep 2022