Thomas Bäck
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(5)
Mathematics & Optimization
(3)
Optimization
(3)
Artificial Intelligence
(2)
Core Methods
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Deep Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Paradigms
(1)
Mathematics
(1)
Models
(1)
Processing
(1)
Keywords
black-box optimization
(2)
optimal transport
(1)
stochastic dominance
(1)
continuous optimization
(1)
algorithm selection
(1)
bayesian optimization
(1)
hyperparameter tuning
(1)
pareto optimality
(1)
multi-objective optimization
(1)
denoising autoencoder
(1)
high dimensional
(1)
human expert
(1)
latent space
(1)
trust region
(1)
pareto front
(1)
decision diagram
(1)
semantic error
(1)
hypervolume indicator
(1)
landscape feature
(1)
continuous bayesian network
(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
Balancing Computational Cost and Accuracy in Inference of Continuous Bayesian Networks
PGM 2024
Enhancing Plausibility Evaluation for Generated Designs with Denoising Autoencoder
ECCV 2024
MA-BBOB: Many-Affine Combinations of BBOB Functions for Evaluating AutoML Approaches in Noiseless Numerical Black-Box Optimization Contexts
AutoML 2023