Papers
Dip-means: an incremental clustering method for estimating the number of clusters
Argyris Kalogeratos, Aristidis Likas
Local Supervised Learning through Space Partitioning
Joseph Wang, Venkatesh Saligrama
Multi-task Vector Field Learning
Binbin Lin, Sen Yang, Chiyuan Zhang et al.
Semiparametric Principal Component Analysis
Fang Han, Han Liu
Action-Model Based Multi-agent Plan Recognition
Hankz H. Zhuo, Qiang Yang, Subbarao Kambhampati
Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs
Michael Collins, Shay B. Cohen
Random Utility Theory for Social Choice
Hossein Azari, David Parks, Lirong Xia
Forging The Graphs: A Low Rank and Positive Semidefinite Graph Learning Approach
Dijun Luo, Heng Huang, Feiping Nie et al.
Bayesian models for Large-scale Hierarchical Classification
Siddharth Gopal, Yiming Yang, Bing Bai et al.
From Deformations to Parts: Motion-based Segmentation of 3D Objects
Soumya Ghosh, Matthew Loper, Erik B. Sudderth et al.
Exploration in Model-based Reinforcement Learning by Empirically Estimating Learning Progress
Manuel Lopes, Tobias Lang, Marc Toussaint et al.
Algorithms for Learning Markov Field Policies
Abdeslam Boularias, Jan R. Peters, Oliver B. Kroemer
Minimizing Uncertainty in Pipelines
Nilesh Dalvi, Aditya Parameswaran, Vibhor Rastogi
Learning Multiple Tasks using Shared Hypotheses
Koby Crammer, Yishay Mansour
Learning from Distributions via Support Measure Machines
Krikamol Muandet, Kenji Fukumizu, Francesco Dinuzzo et al.
Training sparse natural image models with a fast Gibbs sampler of an extended state space
Lucas Theis, Jascha Sohl-dickstein, Matthias Bethge
Iterative ranking from pair-wise comparisons
Sahand Negahban, Sewoong Oh, Devavrat Shah
A Marginalized Particle Gaussian Process Regression
Yali Wang, Brahim Chaib-draa
Sparse Prediction with the k-Support Norm
Andreas Argyriou, Rina Foygel, Nathan Srebro
Cardinality Restricted Boltzmann Machines
Kevin Swersky, Ilya Sutskever, Daniel Tarlow et al.
Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination
Won H. Kim, Deepti Pachauri, Charles Hatt et al.
Minimizing Sparse High-Order Energies by Submodular Vertex-Cover
Andrew Delong, Olga Veksler, Anton Osokin et al.