Fireside Chat with Dawn Woodard
- Dawn Woodard | Uber Maps
Fireside Chat between Eric Horvitz and Dawn Woodard.
Speaker Details
Dr. Dawn Woodard leads data science for Uber Maps, which is the mapping platform used in Uber’s rider app, driver app, and decision systems (such as pricing and dispatch). The team’s technologies include road map and points of interest definition, map search, route optimization, travel time prediction, and navigation. Dr. Woodard received her PhD in statistics from Duke University, after which she became a faculty member in the School of Operations Research and Information Engineering at Cornell. There she developed forecasting methods for ambulance decision support systems, in collaboration with several ambulance organizations. After receiving tenure at Cornell, she joined Microsoft Research for her sabbatical, where she created travel time prediction methods for use in Bing Maps. She then transitioned to a role at Uber, building and leading their Marketplace Optimization Data Science organization. The team creates Uber’s marketplace-related technologies, such as dispatch, pricing, and incentives. It is now one of the premier data science teams at Uber and includes specialists in operations research, economics, statistics, and machine learning. She recently transitioned to her current role in Maps.
Series: MSR AI Distinguished Lectures and Fireside Chats
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AI and Gaming Research Summit 2021 - Fireside chat with Peter Lee and Kareem Choudhry
- Peter Lee,
- Kareem Choudhry
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Frontiers in Machine Learning: Fireside Chat
- Christopher Bishop,
- Peter Lee
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Learning over sets, subgraphs, and streams: How to accurately incorporate graph context
- Jennifer Neville,
- Paul Bennett,
- Debadeepta Dey
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Fireside Chat with Aaron Courville
- Aaron Courville,
- Susan Dumais
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Fireside Chat with Maarten de Rijke
- Maarten de Rijke,
- Susan Dumais
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First-person Perception and Interaction
- Eric Horvitz,
- Kristen Grauman
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Fireside Chat with Anca Dragan
- Anca Dragan and Eric Horvitz
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Conversations Based on Search Engine Result Pages
- Maarten de Rijke
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Fireside Chat with Michael Kearns
- Michael Kearns,
- Eric Horvitz
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The Ethical Algorithm
- Michael Kearns
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Fireside Chat with Stefanie Jegelka
- Alekh Agarwal,
- Stefanie Jegelka
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Fireside Chat with Peter Stone
- Peter Stone,
- Eric Horvitz
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Fireside Chat with Christopher Manning
- Susan Dumais,
- Christopher Manning
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Building Neural Network Models That Can Reason
- Christopher Manning
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Fireside Chat with David Blei
- David Blei,
- Susan Dumais
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The Blessings of Multiple Causes
- David Blei
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As We May Program
- Peter Norvig
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Fireside Chat with Peter Norvig
- Eric Horvitz,
- Peter Norvig
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Fireside Chat with Manuel Blum
- Eric Horvitz,
- Manuel Blum
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Fireside Chat with Dario Amodei
- Dario Amodei,
- Eric Horvitz
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Fireside Chat with Tuomas Sandholm
- Eric Horvitz,
- Tuomas Sandholm
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Super-Human AI for Strategic Reasoning
- Tuomas Sandholm