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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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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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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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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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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