[ECMLPKDD Workshop on Meta-Knowledge Transfer Logo] Proceedings of Machine Learning Research

[edit]

Volume 191: ECMLPKDD Workshop on Meta-Knowledge Transfer, 23 September 2022, Grenoble, France

[edit]

Editors: Pavel Brazdil, Jan N. van Rijn, Henry Gouk, Felix Mohr

[bib][citeproc]

Contents:

Preface

Advances in Metalearning: ECML/PKDD Workshop on Meta-Knowledge Transfer

Pavel Brazdil, Jan N. van Rijn, Henry Gouk, Felix Mohr; ECMLPKDD Workshop on Meta-Knowledge Transfer, PMLR 191:1-7

[abs][Download PDF]

Contributed Talks

Some advances regarding ontologies and neuro-symbolic artificial intelligence

Pascal Hitzler; ECMLPKDD Workshop on Meta-Knowledge Transfer, PMLR 191:8-10

[abs][Download PDF]

Original Papers

Instance selection for configuration performance comparison

Marie Anastacio, Théo Matricon, Holger Hoos; ECMLPKDD Workshop on Meta-Knowledge Transfer, PMLR 191:11-23

[abs][Download PDF]

NeurIPS’22 Cross-Domain MetaDL competition: Design and baseline results

Dustin Carrión-Ojeda, Hong Chen, Adrian El Baz, Segio Escalera, Chaoyu Guan, Isabelle Guyon, Ihsan Ullah, Xin Wang, Wenwu Zhu; ECMLPKDD Workshop on Meta-Knowledge Transfer, PMLR 191:24-37

[abs][Download PDF][Supplementary PDF]

Searching in the Forest for Local Bayesian Optimization

Difan Deng, Marius Lindauer; ECMLPKDD Workshop on Meta-Knowledge Transfer, PMLR 191:38-50

[abs][Download PDF][Supplementary PDF]

Faster Performance Estimation for NAS with Embedding Proximity Score

Gideon Franken, Prabhant Singh, Joaquin Vanschoren; ECMLPKDD Workshop on Meta-Knowledge Transfer, PMLR 191:51-61

[abs][Download PDF]

Trust Region Meta Learning for Policy Optimization

Manuel Occorso, Luca Sabbioni, Alberto Maria Metelli, Marcello Restelli; ECMLPKDD Workshop on Meta-Knowledge Transfer, PMLR 191:62-74

[abs][Download PDF]

Extended Abstracts

Interpretable Meta-Score for Model Performance: Extended Abstract

Alicja Gosiewska, Katarzyna Woźnica, Przemysław Biecek; ECMLPKDD Workshop on Meta-Knowledge Transfer, PMLR 191:75-77

[abs][Download PDF]

On Usefulness of Outlier Elimination in Classification Tasks: Extended Abstract

Dušan Hetlerovič, Luboš Popelı́nský, Pavel Brazdil, Carlos Soares, Fernando Freitas; ECMLPKDD Workshop on Meta-Knowledge Transfer, PMLR 191:78-80

[abs][Download PDF]

Experiments in Cross-domain Few-shot Learning for Image Classification: Extended Abstract

Hongyu Wang, Huon Fraser, Henry Gouk, Eibe Frank, Bernhard Pfahringer, Michael Mayo, Geoff Holmes; ECMLPKDD Workshop on Meta-Knowledge Transfer, PMLR 191:81-83

[abs][Download PDF]

subscribe via RSS