Microsoft Research

Moderator: Eric Horvitz, Chief Scientific Officer, Microsoft Speakers: Yoshua Bengio, Scientific Director Full Professor, Université de Montréal Susan Athey, Professor, Stanford University Judea

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

00:00 Introduction Speaker: Ranveer Chandra, GM Networking, Microsoft Research The Space and Telecommunications industries are undergoing a massive transformation.

Moderator: Madeleine Daepp, Senior Researcher, Microsoft Research Redmond Speakers: Charlie Catlett, Senior Research Scientist, Discover Partners Institute & Array of Things Meera Raja, Senior

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

Moderator: Karen Easterbrook, Sr.

Speech enhancement systems are built to remove background noise and reverberation from speech signals.

A brain-computer interface (BCI) is a technology to provide direct communication between the brain and an external device.

Panel: Theory Research in Big Data Era Moderator: Tie-Yan Liu, Microsoft Research Asia Panelists: Xiaotie Deng, Peking University Pinyan Lu, Shanghai University of Finance and Economics Liwei Wang

Plenary Talk: From mathematics to data science and back by Terry Lyons of the University of Oxford.

Talk: Theoretical Aspects of Gradient Methods in Deep Learning by Jian Li of Tsinghua University.

MSR Asia Theory Center Introduction by Dr. Wei Chen. Learn more about the 2021 MSR Asia Theory Workshop: microsoft.com/en-us/research/event/2021-msr-asia-theory-workshop

Speech by Prof. Zhi-Ming Ma, on behalf of the advisory committee, during the Opening of the Inauguration Ceremony of MSR Asia Theory Center.

Learn more about the 2021 MSR Asia Theory Workshop: microsoft.com/en-us/research/event/2021-msr-asia-theory-workshop

Learn more about the 2021 MSR Asia Theory Workshop: microsoft.com/en-us/research/event/2021-msr-asia-theory-workshop

Talk: The implicit bias of optimization algorithms in deep learning by Qi Meng of Microsoft Research Asia.

Talk: Causal inference, observational studies, and the 2021 Nobel Prize in Economics by Wang Miao of Peking University.

Talk: Sequential Search Problems Beyond The Pandora Box Setting by Hu Fu of Shanghai University of Finance and Economics.

Talk: Recent results on stochastic 3D Navier-Stokes equations by Xiangchan Zhu of Chinese Academy of Sciences.

Education needs technology-based disruption for personalization.

Talk: Coresets for Clustering with Missing Values by Shaofeng Jiang of Peking University.

Speech by Dr. Tie-Yan Liu, on behalf of the organization committee, during the Opening of the Inauguration Ceremony of MSR Asia Theory Center.

Plenary Talk: Theory in an industry lab by John Hopcroft of Cornell University.

Talk: Batch Online Learning and Decision-Making by Yuan Zhou of BIMSA.

Talk: What Makes Multi-modal Learning Better than Single (Provably) by Longbo Huang of Tsinghua University.

Understanding free-form text is hard, be it bug reports or trouble tickets written by engineers or feedback/complaints from customers.

Fourier Feature Networks are an exciting new development in Computer Vision, and their use for modeling radiance fields has produced a range of impressive results at the meeting point of Computer

In this project, we have developed and studied a deep neural network-based individual-agnostic general-purpose binaural localizer (BL) for sound sources located at arbitrary directions on the $4\pi$

Recorded on December 1, 2021 Speaker: Dr.

Microsoft Research Senior Principal Researcher Sebastien Bubeck answers several questions about the NeurIPS 2021 paper, “A Universal Law of Robustness via Isoperimetry.” He discusses what