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

Derandomizing Isolation Lemma for K3,3-free and K5-free Bipartite Graphs Rahul Arora, Ashu Gupta, Rohit Gurjar∗, and Raghunath Tewari Indian Institute of Technology Kanpur {arorar, ashug, rgurjar, rtewari}@iitk.ac.in A

Source URL: www.cse.iitk.ac.in

Ground: A Data Context Service ◦ Joseph M. Hellerstein* , Vikram Sreekanti* , Joseph E. Gonzalez* , James Dalton4 , Akon Dey] , Sreyashi Nag§ , Krishna Ramachandran\ , Sudhanshu Arora‡ , Arka Bhattacharyya* , Shirsh

Source URL: people.cs.uchicago.edu

Homework 7, Statistical Analysis I, Summer 2018 Problem 1: (Rosner p203) In the journal article by Arora and Rochester, “Effect of chronic airflow limitation on sternocleidomastoid muscle thickness,” Chest 85

Source URL: www.ams.jhu.edu

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

Cooperation and Security Isolation of Library OSes for Multi-Process Applications Chia-Che Tsai Kumar Saurabh Arora Nehal Bandi Bhushan Jain

Source URL: www.chiachetsai.com

Optimal Policy for Software Vulnerability Disclosure Ashish Arora Rahul Telang

Source URL: www.dtc.umn.edu

An Evaluation of Selective Depipelining for FPGA-based Energy-Reducing Irregular Code Coprocessors Jack Sampson, Manish Arora, Nathan Goulding-Hotta, Ganesh Venkatesh, Jonathan Babb+ , Vikram Bhatt, Steven Swanson, and M

Source URL: cseweb.ucsd.edu

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