ServiceNow Research

Perouz Taslakian

Perouz Taslakian

Research Lead

Low Data Learning

Perouz Taslakian is a Research Scientist and the Research Lead of the Low Data Learning Program at ServiceNow Research. She holds a Ph.D. in Computer Science from McGill University, where Professors Luc Devroye and Godfried Toussaint supervised her. Her academic background is in discrete and computational geometry. She spent time as a professor and the chair of the computational sciences program at the American University of Armenia before moving to the industry, where she focused her research efforts on AI. Perouz’s research interests include learning from graph-like data, reasoning over knowledge bases, and integrating causality in machine learning models.

Publications

Object-centric Compositional Imagination for Visual Abstract Reasoning. Workshop at the International Conference on Learning Representations (ICLR),  2022.

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Knowledge Hypergraphs: Prediction Beyond Binary Relations. International Join Conference on Artificial Intelligence (IJCAI),  2020.

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Knowledge Hypergraphs: Prediction Beyond Binary Relations. Workshop at the Association for the Advancement of Artificial Intelligence (AAAI),  2020.

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