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20242026
most citedHigh-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy

2 citations · 2 across the 5 of their papers we have counts for

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cs.SE2026

CloudIR-Bench: A Benchmark for Root Cause Analysis and Mitigation of Cloud Incidents

Hoang Tran, Huong Ha, Tri Dang +2

Root cause analysis (RCA) and mitigation prediction are essential for incident management, enabling the identification of underlying causes of failures and ensuring the reliability…

cs.LG2026

An Empirical Study on Ensemble-Based Transfer Learning Bayesian Optimisation with Mixed Variable Types

Natasha Trinkle, Huong Ha, Jeffrey Chan

Bayesian optimisation is a sample efficient method for finding a global optimum of expensive black-box objective functions. Historic datasets from related problems can be exploited…