Panel: Computer vision in the next decade: Deeper or broader
Moderator: Xilin Chen, Professor, Chinese Academy of Sciences Speakers: Kyoung Mu Lee, Professor, Seoul National University Yi Ma, Professor, University of California, Berkeley Katsushi Ikeuchi
219
Panel: Networking meets cloud & edge applications
Speakers: Venkat Padmanabhan, Deputy Managing Director, Microsoft Research India Zhixiong Niu, Senior Researcher, Microsoft Research Asia Francis Y.
106
Panel: Experiments, models, inference and algorithms: Learning from experts who do it all
Moderator: Kristen Severson, Sr. Researcher, Microsoft Research New England Speakers: Ava Soleimany, Sr.
137
Panel: Blurring the gap between software and hardware in networks
Speakers: Alec Wolman, Senior Principal Research Manager, Azure for Operators, Microsoft Lihua Yuan, Partner Software Engineering Manager, Microsoft Azure Daniel Firestone, Engineering Director
152
Panel: Causality in search and recommendation systems
Moderator: Emre Kiciman, Senior Principal Researcher, Microsoft Research Redmond Panelists: Amit Sharma, Senior Researcher, Microsoft Research India Dean Eckles, Associate Professor, Massachusetts
706
14.4
Panel: Characteristics, learnings, and challenges of thriving organizations
Speakers: Ed Doran, Senior Director, Microsoft Research Redmond Nancy Baym, Senior Principal Research Manager, Microsoft Research New England Jonathan Larson, Principal Data Architect, Microsoft
244
Panel: The future of human-AI collaboration
Speakers: Aaron Halfaker, Principal Applied Research Scientist, Microsoft Experiences and Devices Charles Isbell, John P. Imlay Jr.
602
13
Panel: Developer velocity and productivity
Speakers: Margaret-Anne Storey, Professor, University of Victoria Bryan Liles, Principal Engineer, VMware Amanda Silver, CVP of Product, Microsoft Developer Division Nicole Forsgren, Partner
271
Panel: Ecosystem resiliency for consumer goods
00:00 Introduction Speaker: Mike Bassani, GM of Supply Chain, Azure Global Commercial Industry The consumer goods industry has been disrupted by personalization of retail, automation of the supply
90
Panel: Data sharing in financial services: Unlocking new value with privacy-enhancing technologies
Speakers: Bill Borden, CVP, Microsoft Worldwide Financial Services Nick Lewins, FSI Lead, Microsoft Research Redmond Florian Kerschbaum, Professor, University of Waterloo Cedric Membrez, Scientist
240
Panel: The future of reinforcement learning
Speakers: Geoff Gordon, Partner Researcher, Microsoft Research Montreal Emma Brunskill, Associate Professor, Computer Science Department, Stanford University Craig Boutilier, Principal Scientist
2 714
9.1
Panel: Causal ML in industry
Speakers: Greg Lewis, Senior Principal Researcher, Microsoft Research Redmond Ya Xu, Head of Data, LinkedIn Totte Harinen, Data Scientist, Toyota Research Institute Dawen Liang, Senior Research
1 428
13.3
Panel: Community-driven research: Emerging scholar spotlight
Moderator: Mary Gray, Senior Principal Researcher, Microsoft Research New England Speakers: Ben Ale-Ebrahim, PhD Candidate, Indiana University Calvin Liang, PhD Candidate & Microsoft Research
47
Panel: Causal ML Research at Microsoft
Moderator: Adith Swaminathan, Senior Researcher, Microsoft Research Redmond Speakers: Javier González Hernández, Principal Researcher, Microsoft Research Cambridge Justin Ding, Principal
277
Panel: Next ten years for hyperscaler's backbones
Speakers: Jitendra (Jitu) Padhye, Partner Development Lead, Microsoft Erica Lan, Corporate Vice President, Azure Core Engineering, Microsoft Sylvia Ratnasamy, Professor, University of California
321
35.3
Panel: The future of search and recommendation: Beyond web search
Moderator: Eric Horvitz, Chief Scientific Officer, Microsoft Panelists: Nitin Agrawal, Corporate Vice President, Microsoft Soumen Chakrabati, Professor, IIT Bombay Susan Dumais, Technical Fellow &
244
Panel: Advancing carbon capture and energy management
00:00 Carbon capture and storage Speakers: Sverre Brandsberg Dahl, Partner, Microsoft Azure Felix J.
231
Panel: Causal ML at Microsoft
Speakers: Juan Lavista Ferres, Chief Scientist and Lab Director, Microsoft Research Mingqi Wu, Principal Data Scientist, Gaming at Microsoft Sonia Jaffe, Senior Research Economist, Microsoft
1 728
21
Panel: Preparing for the next generation of developer communities
Moderator: Denae Ford Robinson, Senior Researcher, Microsoft Research Redmond Panelists: Margaret Price, Principal Design Strategist, Microsoft EDU Bobby Dresser, Director of Product, GitHub Mala
143
Panel: Generalization in reinforcement learning
Speakers: Mingfei Sun, Researcher, Microsoft Research Cambridge Roberta Raileanu, PhD Student, NYU Wendelin Böhmer, Assistant Professor, Delft University of Technology Harm van Seijen, Principal
564
26.5
Panel: Large-scale neural platform models: Opportunities, concerns, and directions
Speakers: Eric Horvitz, Chief Scientific Officer, Microsoft Miles Brundage, Head of Policy Research, OpenAI Yejin Choi, Professor, University of Washington AI2 Percy Liang, Associate Professor
1 103
11.5
Panel: Cloud Intelligence/AIOps across academia and industry
Moderator: Qingwei Lin, Sr.
121
Panel: Challenges and opportunities of causality
Moderator: Eric Horvitz, Chief Scientific Officer, Microsoft Speakers: Yoshua Bengio, Scientific Director Full Professor, Université de Montréal Susan Athey, Professor, Stanford University Judea
1 633
7.1
Panel: Privacy preserving machine learning
Speakers: Shruti Tople, Microsoft Research Cambridge Reza Shokri, National University of Singapore Divya Gupta, Microsoft Research India Olya Ohrimenko, The University of Melbourne In this panel
770
19.4
Panel: Space systems and next-generation telecommunications
00:00 Introduction Speaker: Ranveer Chandra, GM Networking, Microsoft Research The Space and Telecommunications industries are undergoing a massive transformation.
161
Panel: Monitoring for environmental equity: A hyperlocal air quality network in Chicago
Moderator: Madeleine Daepp, Senior Researcher, Microsoft Research Redmond Speakers: Charlie Catlett, Senior Research Scientist, Discover Partners Institute & Array of Things Meera Raja, Senior
88
Panel: Ag-Food – Sustainably Nourishing the World
00:00 Introduction Speaker: Ranveer Chandra, Managing Director, Research for Industry, Microsoft Research The consumer goods industry has been disrupted by personalization of retail, automation of
103
Unsupervised Speech Enhancement
Speech enhancement systems are built to remove background noise and reverberation from speech signals.
2 575
22.2
Developing a Brain-Computer Interface Based on Visual Imagery
A brain-computer interface (BCI) is a technology to provide direct communication between the brain and an external device.
11 503
10.5