Mathematics - Microsoft Research

Publication

Non-local Field Theory from Matrix Models

Andrzej Banburski-Fahey, Jaron Lanier, Vasudev Shyam, L. Smolin, Yĭgit Yargiç

June 2022

Publication

The Autodidactic Universe

October 2022

Video

Lightning talks: Empowering mathematicians with technology

October 24, 2022

Digitization of mathematics is a nascent concept. Historically, technical achievements have been gatekept by peer validation, keeping the upper most levels of the field exclusive and causing a trust bottleneck in novel explorations. Microsoft Research’s…

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Publication

On the Approximation Properties of Recurrent Encoder-Decoder Architectures

Zhong Li, Haotian Jiang, Qianxiao Li

2022 International Conference on Learning Representations | January 2022

Spotlight

Publication

Approximation Theory of Convolutional Architectures for Time Series Modelling

Haotian Jiang, Zhong Li, Qianxiao Li

2021 International Conference on Machine Learning | May 2021

Publication

On the Curse of Memory in Recurrent Neural Networks: Approximation and Optimization Analysis

Zhong Li, Jiequn Han, Weinan E, Qianxiao Li

2021 International Conference on Learning Representations | January 2021

Publication

Approximation and Optimization Theory for Linear Continuous-Time Recurrent Neural Networks

Zhong Li, Jiequn Han, Weinan E, Qianxiao Li

Journal of Machine Learning Research | January 2022, Vol 23(42): pp. 1-85

Publication

Tight Bound on Randomness for Violating the Clauser–Horne–Shimony–Holt Inequality

Yifeng Teng, Shenghao Yang, Siwei Wang, Mingfei Zhao

IEEE Transactions on Information Theory | April 2016

Event

Research Summit 2022

October 18, 2022 – October 20, 2022 | Virtual

Microsoft Research Summit 2022, held October 18-20, 2022, explores what’s next for technology and humanity.

Microsoft Research Summit 2022 background tile pattern

Event

MSR Asia Theory Lecture Series

July 22, 2022 – December 31, 2026 | Virtual / MSRA

MSR Asia Theory Lecture Series is a forum where we invite researchers around the world to share the latest theoretical advances in big data, artificial intelligence, and related areas. The Lecture series are broadcast live…