Papers
Ranking annotators for crowdsourced labeling tasks
Vikas C. Raykar, Shipeng Yu
Learning Anchor Planes for Classification
Ziming Zhang, Lubor Ladicky, Philip Torr et al.
Sparse Recovery with Brownian Sensing
Alexandra Carpentier, Odalric-ambrym Maillard, Rémi Munos
ICA with Reconstruction Cost for Efficient Overcomplete Feature Learning
Quoc V. Le, Alexandre Karpenko, Jiquan Ngiam et al.
Hogwild!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent
Benjamin Recht, Christopher Re, Stephen Wright et al.
Query-Aware MCMC
Michael L. Wick, Andrew McCallum
Spectral Methods for Learning Multivariate Latent Tree Structure
Animashree Anandkumar, Kamalika Chaudhuri, Daniel J. Hsu et al.
Periodic Finite State Controllers for Efficient POMDP and DEC-POMDP Planning
Joni K. Pajarinen, Jaakko Peltonen
Policy Gradient Coagent Networks
Philip S. Thomas
Evaluating the inverse decision-making approach to preference learning
Alan Jern, Christopher G. Lucas, Charles Kemp
Analytical Results for the Error in Filtering of Gaussian Processes
Alex K. Susemihl, Ron Meir, Manfred Opper
Why The Brain Separates Face Recognition From Object Recognition
Joel Z. Leibo, Jim Mutch, Tomaso Poggio
Beyond Spectral Clustering - Tight Relaxations of Balanced Graph Cuts
Matthias Hein, Simon Setzer
Sparse Filtering
Jiquan Ngiam, Zhenghao Chen, Sonia A. Bhaskar et al.
Linearized Alternating Direction Method with Adaptive Penalty for Low-Rank Representation
Zhouchen Lin, Risheng Liu, Zhixun Su
PiCoDes: Learning a Compact Code for Novel-Category Recognition
Alessandro Bergamo, Lorenzo Torresani, Andrew W. Fitzgibbon
Video Annotation and Tracking with Active Learning
Carl Vondrick, Deva Ramanan
Convergent Bounds on the Euclidean Distance
Yoonho Hwang, Hee-kap Ahn
Nearest Neighbor based Greedy Coordinate Descent
Inderjit S. Dhillon, Pradeep K. Ravikumar, Ambuj Tewari
Large-Scale Sparse Principal Component Analysis with Application to Text Data
Youwei Zhang, Laurent E. Ghaoui
Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach
Qibin Zhao, Cesar F. Caiafa, Danilo P. Mandic et al.
Efficient coding of natural images with a population of noisy Linear-Nonlinear neurons
Yan Karklin, Eero P. Simoncelli
Anatomically Constrained Decoding of Finger Flexion from Electrocorticographic Signals
Zuoguan Wang, Gerwin Schalk, Qiang Ji
Maximum Margin Multi-Instance Learning
Hua Wang, Heng Huang, Farhad Kamangar et al.