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Spotlight talks (session 5)
Alexis Asseman · Roman Marchant · Rakshit Trivedi · Balakrishnan Narayanaswamy · Massinissa AMROUCHE · Henry Martin · Nelson FERNANDEZ PINTO

Fri Dec 07 11:45 AM -- 12:00 PM (PST) @

Author Information

Alexis Asseman (IBM)
Roman Marchant (The University of Sydney)
Balakrishnan Narayanaswamy (Amazon)

am a Senior Machine Learning Scientist working on Artificial Intelligence, Big Data (add other buzz words here) making history at the one and only Amazon. I am a part of Amazon AI, out of Palo Alto. My research interests lie at the intersection of AI, optimization, learning and inference particularly using them to understand, model and combat noise and uncertainty in real world applications. I'm particularly interested in Reinforcement Learning in practice and at scale. Broadly, I work on using ideas from online algorithms, optimization under uncertainty, control theory, game theory, artificial intelligence, graphical models and estimation theory. My goal is to develop novel, somewhat theoretically well motivated optimization algorithms that bring intelligent decision support to useful resource allocation problems. My role model is Hari Seldon, though results in my time would be nice. For technical details on stuff I managed to sneak past peer review, see https://sites.google.com/site/muralibalki/research

Massinissa AMROUCHE (University of Illinois at Urbana-Champaign)
Henry Martin (ETH Zurich)
Nelson FERNANDEZ PINTO (Renault Automotive)

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