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Published Date

Publication

Behavioral Dynamics on the Web: Learning, Modeling, and Prediction

Kira Radinsky, Krysta M. Svore, Susan Dumais, Milad Shokouhi, Jaime Teevan, Alex Bocharov, Eric Horvitz

ACM Transactions on Information Systems | July 2013, Vol 31(3)

Notable Computing Books and Articles of 2013

Publication

Sample complexity of multi-task reinforcement learning

Emma Brunskill, Lihong Li

Proceedings of the Twenty-Nineth Conference on Uncertainty in Artificial Intelligence (UAI-13) | July 2013

Project

Publication

Comparable Entity Mining from Comparative Questions

Shasha Li, Chin-Yew Lin, Young-In Song, Zhoujun Li

IEEE Transactions on Knowledge and Data Engineering | July 2013, Vol 25(7): pp. 1498-1509

Project

Publication

Randomized Block Coordinate Non-Monotone Gradient Method for a Class of Nonlinear Programming

Zhaosong Lu, Lin Xiao

MSR-TR-2013-66 | June 2013

Microsoft Research Blog

A Computer-Vision View of the World

June 24, 2013

A robot comes up from the subway. How does it know where it is? To most people, this sounds like the opening line of a joke, but for Jamie Shotton, senior researcher in the Computer…

Publication

Error Rate Analysis Of Labeling By Crowdsourcing

Hongwei Li, Bin Yu, Denny Zhou

ICML ’13 Workshop: Machine Learning Meets Crowdsourcing | June 2013

Publication

Optimistic Knowledge Gradient Policy for Optimal Budget Allocation in Crowdsourcing

Xi Chen, Qihang Lin, Denny Zhou

Proceedings of the 30th International Conference on Machine Learning (ICML) | June 2013

Project

Publication

Provable Inductive Matrix Completion

Prateek Jain, I. S. Dhillon

June 2013

Project

Publication

Low-rank matrix completion using alternating minimization

Prateek Jain, Praneeth Netrapalli, Sujay Sanghavi

Symposium on Theory of Computing, STOC’13, Palo Alto, CA, USA, June 1-4, 2013 | June 2013

Project

Publication

Quickly Boosting Decision Trees – Pruning Underachieving Features Early

Ron Appel, Thomas Fuchs, Piotr Dollar, Pietro Perona

ICML | June 2013

Artificial Intelligence

Highlights