Self-Directed Node Classification on Graphs
Published by
Conference on Algorithmic Learning Theory
Summary
conference-paper
Work
TU Wien
|University Assistant / PhD student
Austria
TU Wien
Austria
Education
University of Bonn
Germany
Master of Science
Publications
Self-Directed Node Classification on Graphs
Published by
Proceedings of Machine Learning Research
Summary
conference-paper
Marginal-Nonuniform PAC Learnability
Published by
Advances in Neural Information Processing Systems
Summary
conference-paper
Of Dice and Games: A Theory of Generalized Boosting
Published by
Conference on Learning Theory
Summary
conference-paper
Of Dice and Games: A Theory of Generalized Boosting
Published by
Proceedings of Machine Learning Research
Summary
conference-paper
Efficient Algorithms for Learning and Compressing Monophonic Halfspaces in Graphs
Published by
Arxiv
Summary
other
A Fine-grained Characterization of PAC Learnability
Published by
Proceedings of Machine Learning Research
Summary
conference-paper
Bandits with Abstention under Expert Advice
Published by
arXiv
Summary
other
Bandits with Abstention under Expert Advice
Published by
Advances in Neural Information Processing Systems
Summary
conference-paper
Efficient Algorithms for Learning Monophonic Halfspaces in Graphs
Published by
Conference on Learning Theory
Summary
conference-paper
Efficient Algorithms for Learning Monophonic Halfspaces in Graphs
Published by
Proceedings of Machine Learning Research
Summary
conference-paper
Efficient Algorithms for Learning Monophonic Halfspaces in Graphs
Published by
arXiv
Summary
other
Maximally Expressive Graph Neural Networks for Outerplanar Graphs
Published by
Transactions on Machine Learning Research
Summary
journal-article
Of Dice and Games: A Theory of Generalized Boosting
Published by
Arxiv
Summary
other
Self-Directed Learning of Convex Labelings on Graphs
Published by
Arxiv
Summary
other
A Theory of Interpretable Approximations
Published by
Conference on Learning Theory
Summary
conference-paper
A Theory of Interpretable Approximations
Published by
Proceedings of Machine Learning Research
Summary
conference-paper
A Theory of Interpretable Approximations
Published by
arXiv
Summary
other
Bandits with Abstention under Expert Advice
Published by
Advances in Neural Information Processing Systems
Summary
conference-paper
Expectation-Complete Graph Representations with Homomorphisms
Published by
International Conference on Machine Learning
Summary
conference-paper
Expectation-Complete Graph Representations with Homomorphisms
Published by
Proceedings of Machine Learning Research
Summary
conference-paper
Expectation-Complete Graph Representations with Homomorphisms
Published by
arXiv
Summary
other
Expressivity-Preserving GNN Simulation
Published by
Advances in Neural Information Processing Systems
Summary
conference-paper
Online Learning of Convex Sets on Graphs
Published by
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Summary
conference-paper
Active Learning of Classifiers with Label and Seed Queries
Published by
Advances in Neural Information Processing Systems
Summary
conference-paper
Active Learning of Classifiers with Label and Seed Queries
Published by
arXiv
Summary
other
Active Learning of Classifiers with Label and Seed Queries
Published by
Advances in Neural Information Processing Systems
Summary
conference-paper
FG KDML: Knowledge Discovery, Data Mining und Maschinelles Lernen (Special Interest Group on Knowledge Discovery, Data Mining and Machine Learning) Preface
Published by
CEUR Workshop Proceedings
Summary
conference-paper
Generalized Laplacian Positional Encoding for Graph Representation Learning
Published by
arXiv
Summary
other
Reducing Learning on Cell Complexes to Graphs
Published by
ICLR 2022 Workshop on Geometrical and Topological Representation Learning
Summary
conference-paper
Active Learning of Convex Halfspaces on Graphs
Published by
Advances in Neural Information Processing Systems
Summary
conference-paper
Active Learning of Convex Halfspaces on Graphs
Published by
Advances in Neural Information Processing Systems
Summary
conference-paper
Propensity-score-matched comparison of safety, efficacy, and outcome of intravascular lithotripsy versus high-pressure PTCA in coronary calcified lesions
Published by
IJC Heart & Vasculature
Summary
journal-article
Active Learning on Graphs with Geodesically Convex Classes
Published by
Proceedings of the 16th International Workshop on Mining and Learning with Graphs (MLG)
Summary
conference-paper
Improving a Branch-and-Bound Approach for the Degree-Constrained Minimum Spanning Tree Problem with LKH
Published by
International Conference on Integration of Constraint Programming, Artificial Intelligence, and Operations Research
Summary
conference-paper
Improving a Branch-and-Bound Approach for the Degree-Constrained Minimum Spanning Tree Problem with LKH
Published by
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Summary
conference-paper