Marc Schoenauer
8 papers · 2013–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π§
Keyword Pioneer
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(5)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types Β· Machine Learning
(3)
Deep Learning
(2)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Models
(1)
Optimization
(1)
Reasoning
(1)
Keywords
automated machine learning
(2)
causal inference
(2)
adversarial learning
(1)
semi-supervised learning
(1)
interactive learning
(1)
domain adaptation
(1)
robustness
(1)
hyperparameter optimization
(1)
optimal transport
(1)
preference learning
(1)
probabilistic matrix factorization
(1)
causal structure
(1)
algorithm selection
(1)
bayesian optimization
(1)
empirical evaluation
(1)
monte carlo tree search
(1)
molecular dynamics
(1)
utility function
(1)
structural causal model
(1)
deep generative model
(1)
Papers
Position: Causal Machine Learning Requires Rigorous Synthetic Experiments for Broader Adoption
ICML 2025
Learning Structural Causal Models through Deep Generative Models: Methods, Guarantees, and Challenges
IJCAI 2024
Learning meta-features for AutoML
ICLR 2022
Deep Statistical Solvers
NeurIPS 2020
Automated Machine Learning with Monte-Carlo Tree Search
IJCAI 2019
Multi-Domain Adversarial Learning
ICLR 2019
Programming by Feedback
ICML 2014
Pareto-Based Multiobjective AI Planning
IJCAI 2013