Papers
2,121 papers found
Global Ranking Using Continuous Conditional Random Fields
Tao Qin, Tie-yan Liu, Xu-dong Zhang et al.
Nonlinear Learning using Local Coordinate Coding
Kai Yu, Tong Zhang, Yihong Gong
Group Sparse Coding
Samy Bengio, Fernando Pereira, Yoram Singer et al.
Subject independent EEG-based BCI decoding
Siamac Fazli, Cristian Grozea, Marton Danoczy et al.
Statistical Consistency of Top-k Ranking
Fen Xia, Tie-yan Liu, Hang Li
Conditional Neural Fields
Jian Peng, Liefeng Bo, Jinbo Xu
Segmenting Scenes by Matching Image Composites
Bryan Russell, Alyosha Efros, Josef Sivic et al.
Deep Coding Network
Yuanqing Lin, Tong Zhang, Shenghuo Zhu et al.
Boosting Classifier Cascades
Nuno Vasconcelos, Mohammad J. Saberian
Large Margin Learning of Upstream Scene Understanding Models
Jun Zhu, Li-jia Li, Li Fei-fei et al.
Multitask Learning without Label Correspondences
Novi Quadrianto, James Petterson, Tibério S. Caetano et al.
Learning the context of a category
Dan Navarro
Nearest Neighbor based Greedy Coordinate Descent
Inderjit S. Dhillon, Pradeep K. Ravikumar, Ambuj Tewari
The Fast Convergence of Boosting
Matus J. Telgarsky
Crowdclustering
Ryan G. Gomes, Peter Welinder, Andreas Krause et al.
Committing Bandits
Loc X. Bui, Ramesh Johari, Shie Mannor
Searching for objects driven by context
Bogdan Alexe, Nicolas Heess, Yee W. Teh et al.
Convex Multi-view Subspace Learning
Martha White, Xinhua Zhang, Dale Schuurmans et al.
Multiclass Learning with Simplex Coding
Youssef Mroueh, Tomaso Poggio, Lorenzo Rosasco et al.
Imitation Learning by Coaching
He He, Jason Eisner, Hal Daume
Feature Clustering for Accelerating Parallel Coordinate Descent
Chad Scherrer, Ambuj Tewari, Mahantesh Halappanavar et al.
A Conditional Multinomial Mixture Model for Superset Label Learning
Liping Liu, Thomas G. Dietterich
Hierarchical spike coding of sound
Yan Karklin, Chaitanya Ekanadham, Eero P. Simoncelli
Mixing Properties of Conditional Markov Chains with Unbounded Feature Functions
Mathieu Sinn, Bei Chen
Assessing Blinding in Clinical Trials
Ognjen Arandjelovic