Mathematics of Machine Learning: An introduction Sanjeev Arora Princeton University Computer Science Institute for Advanced Study

Source URL: eta.impa.br

• Machine learning
• Learning
• Artificial intelligence
• Applied mathematics
• Artificial neural network
• Outline of machine learning
• Supervised learning
• Regularization
• Empirical risk minimization
• Backpropagation
• Poisson regression
• Parametric model

The G¨odel Prize 2010 Laudatio for S. Arora and J.S.B. Mitchell The G¨odel Prize 2010 is awarded to Sanjeev Arora and Joseph S.B. Mitchell for their concurrent discovery of a polynomial-time approximation scheme (PTAS)

Source URL: eatcs.org

Generalization and Equilibrium in Generative Adversarial Nets (GANs) Sanjeev Arora 1 Rong Ge 2 Yingyu Liang 1 Tengyu Ma 1 Yi Zhang 1 Abstract It is shown that training of generative adversarial network (GAN) may not have

Source URL: proceedings.mlr.press

Generalization and Equilibrium in Generative Adversarial Nets (GANs) Sanjeev Arora∗ Rong Ge

Source URL: proceedings.mlr.press

princeton univ. F’14 cos 521: Advanced Algorithm Design Lecture 7: Provable Approximation via Linear Programming Lecturer: Sanjeev Arora

Source URL: www.cs.princeton.edu

princeton univ. F’14 cos 521: Advanced Algorithm Design Lecture 1: Course Intro and Hashing Lecturer: Sanjeev Arora

Source URL: www.cs.princeton.edu

A Combinatorial, Primal-Dual approach to Semidefinite Programs Sanjeev Arora∗ Satyen Kale∗ Computer Science Department, Princeton University 35 Olden Street, Princeton, NJ 08540 {arora, satyen}@cs.princeton.edu

Source URL: www.cs.princeton.edu

Project ECHO Replication -- Steps for Implementation: Getting Started Attend ECHO Introduction. -- Free monthly 90-minute video conference session that consists of a 45- minute presentation by Dr. Sanjeev Arora, followe

Source URL: echo.unm.edu

Computational Complexity and Information Asymmetry in Financial Products (Working paper) Sanjeev Arora∗

Source URL: users.cs.duke.edu

Page Replacement for General Caching Problems Susanne Albers Sanjeev Arora y Abstract

Source URL: www14.in.tum.de