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MICROSOFT RESEARCH LAB – MONTRÉAL
HIGHLIGHTS
EXPLORE ALL RESEARCH SUMMIT 2022 SESSIONS ON DEMAND
WATCH RESEARCH SUMMIT 2022 PLENARY "FIFTH PARADIGM OF SCIENTIFIC DISCOVERY" ON
DEMAND
WATCH RESEARCH SUMMIT 2022 PLENARY " EMERGING FOUNDATIONS PLANET SCALE COMPUTING
" ON DEMAND
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* Overview
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The Microsoft Research Montréal lab strives to build machines that learn from
and understand the world by bringing together researchers in the machine
learning, reinforcement learning and FATE (fairness accountability, transparency
and ethics in AI) research areas.
With a focus on advancing the state-of-the-art in deep learning, the lab’s
researchers accelerate research breakthroughs across both existing and new
models to advance state-of-the-art deep learning that has a positive impact on
society.
Based in Montréal, a global hub for AI, the lab brings together experts in
various machine learning domains and collaborates deeply with the surrounding
academic community.
Learn more about our partnership and collaboration with Mila (Montréal Institute
of Learning Algorithms) and Professor Yoshua Bengio.
TRANSFORMING THE WORLD THROUGH DEEP RESEARCH
Please see below for information about our Lab themes. Click on each to explore
more about the people, research and impact.
* DEEP LEARNING & LANGUAGE | MONTRÉAL
* FATE | MONTRÉAL
* FATE: FAIRNESS, ACCOUNTABILITY, TRANSPARENCY & ETHICS IN AI
* REINFORCEMENT LEARNING | MONTRÉAL
HIGHLIGHTED PUBLICATIONS
LEARNING DEEP REPRESENTATIONS BY MUTUAL INFORMATION ESTIMATION AND MAXIMIZATION
WHEN ARE SEARCH COMPLETION SUGGESTIONS PROBLEMATIC?
BRIEF REPORT: ORDERED NEURONS: INTEGRATING TREE STRUCTURES INTO RECURRENT NEURAL
NETWORKS
LEARNING TO MATCH USING LOCAL AND DISTRIBUTED REPRESENTATIONS OF TEXT FOR WEB
SEARCH
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INFORMATION
LEADERSHIP
* Susan Dumais
Technical Fellow & Managing Director, Microsoft Research New England, New
York City and Montreal
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