Papers
Learning Manifolds with K-Means and K-Flats
Guillermo Canas, Tomaso Poggio, Lorenzo Rosasco
Learning Mixtures of Tree Graphical Models
Anima Anandkumar, Daniel J. Hsu, Furong Huang et al.
Learning Multiple Tasks using Shared Hypotheses
Koby Crammer, Yishay Mansour
Learning Networks of Heterogeneous Influence
Nan Du, Le Song, Ming Yuan et al.
Learning optimal spike-based representations
Ralph Bourdoukan, David Barrett, Sophie Deneve et al.
Learning Probability Measures with respect to Optimal Transport Metrics
Guillermo Canas, Lorenzo Rosasco
Learning Symbolic Representations of Hybrid Dynamical Systems
Daniel L. Ly, Hod Lipson
Learning Temporal Association Rules on Symbolic Time Sequences
Mathieu Guillame-Bert, James L. Crowley
Learning the Architecture of Sum-Product Networks Using Clustering on Variables
Aaron Dennis, Dan Ventura
Learning the Dependency Structure of Latent Factors
Yunlong He, Yanjun Qi, Koray Kavukcuoglu et al.
Learning to Align from Scratch
Gary Huang, Marwan Mattar, Honglak Lee et al.
Learning to Discover Social Circles in Ego Networks
Jure Leskovec, Julian J. Mcauley
Learning Valuation Functions
Maria Florina Balcan, Florin Constantin, Satoru Iwata et al.
Learning visual motion in recurrent neural networks
Marius Pachitariu, Maneesh Sahani
Learning with Partially Absorbing Random Walks
Xiao-ming Wu, Zhenguo Li, Anthony M. So et al.
Learning with Recursive Perceptual Representations
Oriol Vinyals, Yangqing Jia, Li Deng et al.
Learning with Target Prior
Zuoguan Wang, Siwei Lyu, Gerwin Schalk et al.
Lifted coordinate descent for learning with trace-norm regularization
Miroslav Dudik, Zaid Harchaoui, Jerome Malick
Lifted Linear Programming
Martin Mladenov, Babak Ahmadi, Kristian Kersting
Lifted Variable Elimination with Arbitrary Constraints
Nima Taghipour, Daan Fierens, Jesse Davis et al.
Linear Fitted-Q Iteration with Multiple Reward Functions
Daniel J. Lizotte, Michael Bowling, Susan A. Murphy
Linear Regression With Random Projections
Odalric-Ambrym Maillard, Rémi Munos
Link Prediction in Graphs with Autoregressive Features
Emile Richard, Stephane Gaiffas, Nicolas Vayatis