Thomas Bäck

5 papers · 2023–2026 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

AUTOML (2) AAAI (1) ECCV (1) PGM (1)

Top co-authors

Hao Wang (2) Anna V. Kononova (1) Fabian Duddeck (1) Yingjie Fan (1) Elena Raponi (1) Robin van der Laag (1) Diederick Vermetten (1) Sebastiaan Brand (1) Carola Doerr (1) Furong Ye (1)

Keywords

black-box optimization (1) optimal transport (1) stochastic dominance (1) continuous optimization (1) algorithm selection (1) hyperparameter tuning (1) pareto optimality (1) multi-objective optimization (1) hypervolume indicator (1) landscape feature (1)

Papers

Center-Outward q-Dominance: A Sample-Computable Proxy for Strong Stochastic Dominance in Stochastic Multi-Objective Optimisation AAAI 2026

Feasibility-Driven Trust Region Bayesian Optimization AUTOML 2025

Enhancing Plausibility Evaluation for Generated Designs with Denoising Autoencoder ECCV 2024

Balancing Computational Cost and Accuracy in Inference of Continuous Bayesian Networks PGM 2024

MA-BBOB: Many-Affine Combinations of BBOB Functions for Evaluating AutoML Approaches in Noiseless Numerical Black-Box Optimization Contexts AUTOML 2023