Papers
Confidence-Weighted Linear Classification for Text Categorization
Koby Crammer, Mark Dredze, Fernando Pereira
Consistency and Rates for Clustering with DBSCAN
Bharath Sriperumbudur, Ingo Steinwart
Consistent Model Selection Criteria on High Dimensions
Yongdai Kim, Sunghoon Kwon, Hosik Choi
Constrained 1-Spectral Clustering
Syama Sundar Rangapuram, Matthias Hein
Context-Sensitive Decision Forests for Object Detection
Peter Kontschieder, Samuel R. Bulò, Antonio Criminisi et al.
Contextual Bandit Learning with Predictable Rewards
Alekh Agarwal, Miroslav Dudik, Satyen Kale et al.
Contextual Sequence Prediction with Application to Control Library Optimization
Debadeepta Dey, Tian Yu Liu, Martial Hebert et al.
Continuous Relaxations for Discrete Hamiltonian Monte Carlo
Yichuan Zhang, Zoubin Ghahramani, Amos J. Storkey et al.
Controlled Recognition Bounds for Visual Learning and Exploration
Vasiliy Karasev, Alessandro Chiuso, Stefano Soatto
Controlling Selection Bias in Causal Inference
Elias Bareinboim, Judea Pearl
Convergence and Energy Landscape for Cheeger Cut Clustering
Xavier Bresson, Thomas Laurent, David Uminsky et al.
Convergence Rate Analysis of MAP Coordinate Minimization Algorithms
Ofer Meshi, Amir Globerson, Tommi S. Jaakkola
Convex Multi-view Subspace Learning
Martha White, Xinhua Zhang, Dale Schuurmans et al.
Convolutional-Recursive Deep Learning for 3D Object Classification
Richard Socher, Brody Huval, Bharath Bath et al.
Copula Network Classifiers (CNCs)
Gal Elidan
Co-Regularized Hashing for Multimodal Data
Yi Zhen, Dit-Yan Yeung
CorrLog: Correlated Logistic Models for Joint Prediction of Multiple Labels
Wei Bian, Bo Xie, Dacheng Tao
Cost-Sensitive Exploration in Bayesian Reinforcement Learning
Dongho Kim, Kee-eung Kim, Pascal Poupart
Coupling Nonparametric Mixtures via Latent Dirichlet Processes
Dahua Lin, John W. Fisher
CPRL -- An Extension of Compressive Sensing to the Phase Retrieval Problem
Henrik Ohlsson, Allen Yang, Roy Dong et al.
Cumulative Restricted Boltzmann Machines for Ordinal Matrix Data Analysis
Truyen Tran, Dinh Phung, Svetha Venkatesh
Data dependent kernels in nearly-linear time
Guy Lever, Tom Diethe, John Shawe-Taylor