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Perouz Taslakian
ServiceNow Research
Perouz Taslakian
Publications
Knowledge Hypergraph Embedding Meets Relational Algebra
.
Bahare Fatemi
,
Perouz Taslakian
,
David Vazquez
,
David Poole
. At
Journal of Machine Learning Research, 2023.
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Object-centric Compositional Imagination for Visual Abstract Reasoning
.
Rim Assouel
,
Perouz Taslakian
,
David Vazquez
,
Pau Rodriguez
,
Yoshua Bengio
. At
Workshop at the International Conference on Learning Representations (ICLR), 2022.
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Typing assumptions improve identification in causal discovery - theory and algorithms
.
Philippe Brouillard
,
Perouz Taslakian
,
Alexandre Lacoste
,
Sébastien Lachapelle
,
Alexandre Drouin
. At
Causal Learning and Reasoning (CLeaR), 2022.
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Typing assumptions improve identification in causal discovery - Report and comments on future directions
.
Philippe Brouillard
,
Perouz Taslakian
,
Alexandre Lacoste
,
Sébastien Lachapelle
,
Alexandre Drouin
. At
Workshop at the Neural Information Processing Systems (NeurIPS), 2021.
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Code
Typing assumptions improve identification in causal discovery
.
Philippe Brouillard
,
Perouz Taslakian
,
Alexandre Lacoste
,
Sébastien Lachapelle
,
Alexandre Drouin
. At
Workshop at the International Conference on Machine Learning (ICML), 2021.
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Code
Knowledge Hypergraphs: Prediction Beyond Binary Relations
.
Bahare Fatemi
,
Perouz Taslakian
,
David Vazquez
,
David Poole
. At
International Join Conference on Artificial Intelligence (IJCAI), 2020.
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Knowledge Hypergraphs: Prediction Beyond Binary Relations
.
Bahare Fatemi
,
Perouz Taslakian
,
David Vazquez
,
David Poole
. At
Workshop at the Association for the Advancement of Artificial Intelligence (AAAI), 2020.
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Code
Knowledge Hypergraphs: Prediction Beyond Binary Relations
.
Bahare Fatemi
,
Perouz Taslakian
,
David Vazquez
,
David Poole
. At
Women in Machine Learning (WiML), 2019.
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Context-Aware Visual Compatibility Prediction
.
Guillem Cucurull
,
Perouz Taslakian
,
David Vazquez
. At
Computer Vision and Pattern Recognition (CVPR), 2019.
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Code
Efficient Multi-Robot Coverage of a Known Environment
.
Nare Karapetyan
,
Kelly Benson
,
Chris McKinney
,
Perouz Taslakian
,
Ioannis Rekleitis
. At
International Conference on Intelligent Robots and Systems (IROS), 2017.
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Continuous Yao Graphs
.
Luis Barba
,
Prosenjit Bose
,
Jean-Lou De Carufel
,
Mirela Damian
,
Rolf Fagerberg
,
André van Renssen
,
Perouz Taslakian
,
Sander Verdonschot
. At
Journal on Computational Geometry, 2017.
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