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Mathematics

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Publication

Towards Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning

Zeyuan Allen-Zhu, Yuanzhi Li, Zeyuan Allen-Zhu

arXiv preprint | December 2020, (2012.09816)

Publication

Improved Maximally Recoverable LRCs using Skew Polynomials

Sivakanth Gopi, Venkatesan Guruswami

IEEE Transactions on Information Theory | December 2020

Video

Different Career Paths: Academia and Industry Panel | Microsoft PhD Summit 2020

December 1, 2020 | Gonzalo Ramos, Valerie Taylor, Armando Solar-Lezama, Kristin Lauter

A panel of four researchers across academia and industry discuss their different career paths in research. Speakers: Gonzalo Ramos, Principal Researcher, Microsoft [Discussion Lead] Valerie Taylor, CEO and President, CMD-IT & Director, Mathematics and Computer…

Publication

Learning the Linear Quadratic Regulator from Nonlinear Observations

Zakaria Mhammedi, Dylan J. Foster, Max Simchowitz, Dipendra Misra, Wen Sun, Akshay Krishnamurthy, Alexander Rakhlin, John Langford

Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS) 2020 | December 2020

Publication

A Matrix Chernoff Bound for Markov Chains and Its Application to Co-occurrence Matrices

Jiezhong Qiu, Chi Wang, Ben Liao, RIchard Peng, Jie Tang

NeurIPS 2020 | December 2020

Publication

Tensor Programs II: Neural Tangent Kernel for Any Architecture.

Greg Yang

November 2020

Publication

Projection Efficient Subgradient Method and Optimal Nonsmooth Frank-Wolfe Method

Kiran Thekumparampil, Prateek Jain, Praneeth Netrapalli, Sewoong Oh

NeurIPS 2020 | November 2020

Publication

Turing Patterning in Stratified Domains

Andrew L. Krause, Vaclav Klika, Jacob Halatek, Paul Grant, Thomas L. Woolley, Neil Dalchau, Eamonn A. Gaffney

Bulletin of Mathematical Biology | October 2020, Vol 82(136)

Project Project

Publication

Concept Drift Detection for Multivariate Data Streams and Temporal Segmentation of Daylong Egocentric Videos

Pravin Nagar, Mansi Khemka, Chetan Arora

Proceedings of the 28th ACM International Conference on Multimedia | October 2020

Publication

Understanding the Hardness of Approximate Query Processing with Joins

Tianyu Liu, Chi Wang

MSR-TR-2020-38 | October 2020

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