Plenary: The fifth paradigm of scientific discovery
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Plenary Sessions
Speakers: Christopher Bishop, Bonnie Kruft, Tie-Yan Liu, Ashley Llorens, Karin Strauss, Rianne van den Berg, Max Welling
October 18, 2022 –
October 20, 2022
Microsoft Research Summit 2022
Lieu: Virtual
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Plenary Sessions
Plenary: Emerging foundations for planet-scale computing
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Plenary Sessions
Speakers: Johannes Gehrke, Ashley Llorens, Ant Rowstron, Mark Russinovich, Dongmei Zhang
Plenary: The future of human health
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Plenary Sessions
Speakers: Mary L. Gray, Seth Hain, Peter Lee, Ashley Llorens, Gregory J. Moore, MD, PhD, Joe Petro, Cameron Webb
Efficient Large-Scale AI
Keynote with guests: Toward AI that empowers more people more of the time
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Efficient Large-Scale AI
Speakers: Ashley Llorens, Gabrielle Loisel, Kevin Scott, Adam Trischler, Ahmed Awadallah
Lightning talks: Training and inference efficiency
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Efficient Large-Scale AI
Speakers: Song Han, Yuxiong He, Subhabrata (Subho) Mukherjee, Ahmed Awadallah
Lightning talks: Skills acquisition and new capabilities
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Efficient Large-Scale AI
Speakers: David Alvarez-Melis, Ida Momennejad, Colin Raffel, Ahmed Awadallah
Lightning talks: Aligning models with human intent
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Efficient Large-Scale AI
Speakers: Marc-Alexandre Côté, Scott Lundberg, Karthik Narasimhan, Ahmed Awadallah
Fireside chat: What’s next in large-scale AI
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Efficient Large-Scale AI
Speakers: Yejin Choi, Susan Dumais, Eric Horvitz, Ahmed Awadallah
Future of the Cloud
Research talk: Computing at the speed of light
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Future of the Cloud
Speakers: Francesca Parmigiani, Ant Rowstron
Research talk: Low-latency Real-time Insights from Space
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Future of the Cloud
Speakers: Ranveer Chandra, Ant Rowstron
Research talk: Storing data for millennia
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Future of the Cloud
Speakers: Ioan Stefanovici, Ant Rowstron
Research talk: Cloud Intelligence/AIOps – Infusing AI into cloud computing
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Future of the Cloud
Speakers: Qingwei Lin 林庆维, Ant Rowstron
Panel discussion: Emerging computing technologies in academia and industry
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Future of the Cloud
Amplifying Human Productivity and Creativity
Lightning talks: Empowering mathematicians with technology
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Amplifying Human Productivity and Creativity
Speakers: Jeremy Avigad, Leonardo de Moura, Heather Macbeth, Jaime Teevan
Panel discussion: From AI research to application in AAA-games
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Amplifying Human Productivity and Creativity
Speakers: Sam Devlin, Uma Jayaram, Youichiro Miyake, Peter Wurman, Haiyan Zhang, Jaime Teevan
Research talk: Numerical weak AI and symbolic strong AI
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Amplifying Human Productivity and Creativity
Speakers: Katsushi Ikeuchi, Yasuo Kuniyoshi, Jun Takamatsu, Jaime Teevan
Panel discussion: Is the future of the metaverse work or play?
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Amplifying Human Productivity and Creativity
Speakers: Bill Buxton, Mischa Dohler, Mar Gonzalez Franco, Anuj Gosalia, Kori Inkpen, Katie Kelly, Andy Wilson, Jaime Teevan
Enabling a Resilient and Sustainable World
Lightning talks: Sustainably nourishing the world
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Enabling a Resilient and Sustainable World
Panel discussion and research talk: Computational advances in climate risk assessment
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Enabling a Resilient and Sustainable World
Speakers: Alberto Arribas Herranz, Gustau Camps-Valls, Eleanor Dillon, Ted Shepherd, Jia Xing, Sharon Gillett
Panel discussion: Towards climate-smart cities: IoT networks for air pollution sensing
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Enabling a Resilient and Sustainable World
Panel discussion: From science to policy: Decision-making under uncertainty for global emergencies
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Enabling a Resilient and Sustainable World
Speakers: Beth Blauer, Simon Frost, Sharon Gillett, Eric Horvitz, Alex Long
Research talk: Correct computational law and civil procedure with the Lean Proof Assistant
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Enabling a Resilient and Sustainable World
Speakers: Chris Bailey, Sharon Gillett, Jonathan Protzenko
Precision Health – From Discovery to Delivery
Keynote with guests: Accelerating precision health through scientific innovation and discovery
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Precision Health – From Discovery to Delivery
Speakers: Najat Khan, Anthony Philippakis, Desney Tan
Panel discussion: Ambient clinical intelligence the next frontier of AI
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Precision Health – From Discovery to Delivery
Speakers: Kenn Harper, Yaa Kumah-Crystal, Gregory J. Moore, MD, PhD, Jared Pelo, Desney Tan
Lightning talks: AI in life sciences
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Precision Health – From Discovery to Delivery
Speakers: Ava Amini, Yingce Xia, Kevin Kaichuang Yang, Desney Tan
Lightning talks: AI in healthcare
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Precision Health – From Discovery to Delivery
Speakers: Carlo Bifulco, Michael Hansen, Ozan Oktay, Hoifung Poon
Responsible, Equitable, and Ethical AI panel discussion
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Precision Health – From Discovery to Delivery
Speakers: Junaid Bajwa, Amy Abernethy, Raine June, Trishan Panch
Building User Trust Through Privacy, Identity, and Responsible AI
Research talk: Differentially private fine-tuning of large language models
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Building User Trust Through Privacy, Identity, and Responsible AI
Speakers: Huishuai Zhang, Melissa Chase
Lightning talks: Responsible AI: The challenge of big models
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Building User Trust Through Privacy, Identity, and Responsible AI
Speakers: Mihaela Vorvoreanu, Xiting Wang, Fangzhao Wu, Xiaoyuan Yi, Melissa Chase
Research talks: An investigation into user expectations for differential privacy
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Building User Trust Through Privacy, Identity, and Responsible AI
Speakers: Rachel Cummings, Jessica Hullman, Melissa Chase
Lightning talks: The identity revolution: Centering trust on people
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Building User Trust Through Privacy, Identity, and Responsible AI
Speakers: Esha Ghosh, Christian Paquin, Greg Zaverucha, Melissa Chase
Panel discussion: From privacy research to policy, regulations and standards
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Building User Trust Through Privacy, Identity, and Responsible AI
Speakers: Geff Brown, Rebecca Finlay, Pieter Kasselman, Cornelia Kutterer, Melissa Chase