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Cutting Edge Machine Learning.
Vast Computational Power.
Massive Data.
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Publications

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Unsupervised Multilingual Alignment using Wasserstein Barycenter
Authors: X. Lian, K. Jain , J. Truszkowski , P. Poupart, Y. Yu

Better Long-Range Dependency by Bootstrapping A Mutual Information Regularizer
Authors: Y. Cao , P. Xu

Multi Type Mean Field Reinforcement Learning
Authors: S. Subramanian, P. Poupart, M. E. Taylor, N. Hegde

Temporally Extended Auxiliary Tasks
Authors: C. Sherstan, B. Kartal, P. Hernandez-Leal , M. E. Taylor

Max-Margin Adversarial Training: Direct Input Space Margin Maximization through Adversarial Training
Authors: G. W. Ding , Y. Sharma, K. Lui , R. Huang

Representation Learning for Dynamic Graphs: A Survey
Authors: M. Kazemi , R. Goel, K. Jain , I. Kobyzev , A. Sethi, P. Forsyth , P. Poupart
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Updates

Borealis AI Graduate Fellowships - The Class of 2020
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Borealis AI Announces the Fellows of 2020
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Tutorial #7: neural natural language generation - sequence level training
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Differential Privacy: The balance between innovation and data protection
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Tutorial #6: neural natural language generation - decoding algorithms
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Diachronic embeddings for temporal knowledge graph completion
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