ProDoc Residential Seminar, Villard-de-Lans, January 28-30thCross-Field: The Cross-Fertilization of Formal and Informal learning The workshop is structured into 5 thematic sessions that address both classroom lear

Source URL: www.cross-field.ch

A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning Stéphane Ross Robotics Institute Carnegie Mellon University

Source URL: jmlr.csail.mit.edu

2013 IEEE Conference on Computer Vision and Pattern Recognition Exploring Compositional High Order Pattern Potentials for Structured Output Learning Yujia Li, Daniel Tarlow, Richard Zemel University of Toronto

Source URL: www.cv-foundation.org

Learning Hierarchical and Topographic Dictionaries with Structured Sparsity Julien Mairala , Rodolphe Jenattonb , Guillaume Obozinskib and Francis Bachb a Department of Statistics, University of California, Berkeley, US

Source URL: lear.inrialpes.fr

Journal of Machine Learning Research2720 Submitted 4/11; Revised 8/11; Published 9/11 Convex and Network Flow Optimization for Structured Sparsity Julien Mairal∗ †

Source URL: www.jmlr.org

An Introduction to Machine Learning L6: Structured Estimation Alexander J. Smola Statistical Machine Learning Program Canberra, ACT 0200 Australia

Source URL: alex.smola.org

Shape Classification Through Structured Learning of Matching Measures Longbin Chen University of California Santa Barbara, CAJulian J. McAuley

Source URL: tiberiocaetano.com

Question Answering via Integer Programming over Semi-Structured Knowledge Daniel Khashabi† , Tushar Khot‡ , Ashish Sabharwal‡ , Peter Clark‡ , Oren Etzioni‡ , Dan Roth† † University of Illinois at Urbana-Ch

Source URL: ai2-website.s3.amazonaws.com

• Reasoning
• Natural language processing
• Question answering
• Inference
• Multiple choice
• Yahoo! Answers
• Question
• Knowledge representation and reasoning
• Statistics
• Machine learning

Hardness Results for Structured Learning and Inference with Multiple Correct Outputs Matthew Blaschko, Jiaqian Yu To cite this version: Matthew Blaschko, Jiaqian Yu. Hardness Results for Structured Learning and Inference

Source URL: hal.inria.fr

Tractable Semi-Supervised Learning of Complex Structured Prediction Models Kai-Wei Chang1 , S. Sundararajan2 , and S. Sathiya Keerthi3 1 Dept. of Computer Science, University of Illinois at Urbana-Champaign, IL USA

Source URL: www.keerthis.com