Mathematics - Microsoft Research

Video

Quadratic Assignment on Different Data Models

January 23, 2018 | Soledad Villar

Quadratic assignment is a very general problem in theoretical computer science. It includes graph matching, the traveling salesman problem, and the Gromov-Hausdorff distance between finite metric spaces as particular cases. Quadratic assignment is in general…

Quadratic Assignment on Different Data Models

0:59:25

Publication

37th {IARCS} Annual Conference on Foundations of Software Technology and Theoretical Computer Science, {FSTTCS} 2017, December 11-15, 2017, Kanpur, India

Satya Lokam, R. Ramanujam

Published by Schloss Dagstuhl – Leibniz-Zentrum f{\"{u}}r Informatik | January 2018, Vol 93

Editor(s): Satya V. Lokam and R. Ramanujam

ISBN: 978-3-95977-055-2

Video

Understanding Over-parametrization Through Matrix Sensing

January 4, 2018 | Yuanzhi Li

We study the problem of recovering a low-rank matrix from linear measurements using an over-parameterized model. We show that the gradient descent process on the square loss function, starting from a small initialization, can converge…

Understanding Over-parametrization Through Matrix Sensing

1:17:46

Publication

On Automatically Proving the Correctness of math.h Implementations

Wonyeol Lee, Rahul Sharma, Alex Aiken

Principles of Programming Languages 2018 (POPL 2018) | January 2018

Publication

SECURITY OF HOMOMORPHIC ENCRYPTION

Melissa Chase, Hao Chen, Jintai Ding, Shafi Goldwasser, Sergey Gorbunov, Jeffrey Hoffstein, Kristin Lauter, Satya Lokam, Dustin Moody, Travis Morrison, Amit Sahai, Vinod Vaikuntanathan

January 2018

Publication