Transition State Clustering: Unsupervised Surgical Trajectory Segmentation For Robot Learning Sanjay Krishnan*1 , Animesh Garg*2 , Sachin Patil1 , Colin Lea3 , Gregory Hager3 , Pieter Abbeel1 , Ken Goldberg1,2 *denotes e

Source URL: www.ieor.berkeley.edu

Unsupervised Learning of an Extensive and Usable Taxonomy for DBpedia Marco Fossati♠ ♠ Dimitris Kontokostas♦

Source URL: jens-lehmann.org

Introduction Distributional learning Efficient, correct, unsupervised learning of context-sensitive languages

Source URL: www.cs.rhul.ac.uk

UNSUPERVISED NEURAL NETWORK BASED FEATURE EXTRACTION USING WEAK TOP-DOWN CONSTRAINTS Herman Kamper1,2 , Micha Elsner3 , Aren Jansen4 , Sharon Goldwater2 1 CSTR and 2 ILCC, School of Informatics, University of Edinburgh,

Source URL: www.cstr.ed.ac.uk

• Machine learning
• Artificial neural networks
• Artificial intelligence
• Learning
• Applied mathematics
• Computational neuroscience
• Cybernetics
• Computational statistics
• Autoencoder
• Speech recognition
• Backpropagation
• Supervised learning

Unsupervised  Learning  of  Disease   Progression  Models   Xiang  Wang  (IBM  Research)   David  Sontag  (NYU)   Fei  Wang  (IBM  Research)  

Source URL: cs.nyu.edu

Unsupervised Learning of Disease Progression Models Xiang Wang David Sontag Fei Wang

Source URL: cs.nyu.edu

Journal of Machine Learning Research660 Submitted 8/09; Published 2/10 Why Does Unsupervised Pre-training Help Deep Learning? Dumitru Erhan∗

Source URL: jmlr.org

TPAMI SPECIAL ISSUE SUBMISSION UNDER REVIEW 1 Scaling up Spike-and-Slab Models for Unsupervised Feature Learning

Source URL: www-etud.iro.umontreal.ca

Unsupervised learning: Clustering Salissou Moutari Centre for Statistical Science and Operational Research CenSSOR 17th September 2013

Source URL: www.bio-complexity.com

Efficient, correct, unsupervised learning of context-sensitive languages Alexander Clark Department of Computer Science Royal Holloway, University of London

Source URL: www.cs.rhul.ac.uk