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Elise van der Pol

Stochastic Parallelizable Eigengap Dilation for Large Graph Clustering

Jul 29, 2022
Elise van der Pol, Ian Gemp, Yoram Bachrach, Richard Everett

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* Presented at the ICML 2022 Workshop on Topology, Algebra, andGeometry in Machine Learning

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The Impact of Negative Sampling on Contrastive Structured World Models

Jul 24, 2021
Ondrej Biza, Elise van der Pol, Thomas Kipf

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* This work appeared at the ICML 2021 Workshop: Self-Supervised Learning for Reasoning and Perception

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Plannable Approximations to MDP Homomorphisms: Equivariance under Actions

Feb 27, 2020
Elise van der Pol, Thomas Kipf, Frans A. Oliehoek, Max Welling

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* To appear in Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2020)

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Contrastive Learning of Structured World Models

Jan 05, 2020
Thomas Kipf, Elise van der Pol, Max Welling

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* ICLR 2020

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Visual Rationalizations in Deep Reinforcement Learning for Atari Games

Feb 01, 2019
Laurens Weitkamp, Elise van der Pol, Zeynep Akata

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* presented as oral talk at BNAIC 2018

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