Papers
Multi-label Classification with Error-correcting Codes
Chung-Sung Ferng, Hsuan-Tien Lin
Learning Attribute-weighted Voter Model over Social Networks
Yuki Yamagishi, Kazumi Saito, Kouzou Ohara et al.
Computationally Efficient Sufficient Dimension Reduction via Squared-Loss Mutual Information
Makoto Yamada, Gang Niu, Jun Takagi et al.
Robust Generation of Dynamical Patterns in Human Motion by a Deep Belief Nets
Sainbaya Sukhbaatar, Takaki Makino, Kazuyuki Aihara et al.
Mixed-Variate Restricted Boltzmann Machines
Truyen Tran, Dinh Phung, Svetha Venkatesh
Learning Rules from Incomplete Examples via Implicit Mention Models
Janardhan Rao Doppa, Mohammad Shahed Sorower, Mohammad Nasresfahani et al.
Learning low-rank output kernels
Francesco Dinuzzo, Kenji Fukumizu
Approximate Model Selection for Large Scale LSSVM
Lizhong Ding, Shizhong Liao
Unsupervised Multiple Kernel Learning
Jinfeng Zhuang, Jialei Wang, Steven C. H. Hoi et al.
A General Linear Non-Gaussian State-Space Model: Identifiability, Identification, and Applications
Kun Zhang, Aapo Hyvärinen
Support Vector Machines Under Adversarial Label Noise
Battista Biggio, Blaine Nelson, Pavel Laskov
Bayesian Inference for Statistical Abduction Using Markov Chain Monte Carlo
Masakuzu Ishihata, Taisuke Sato
Microbagging Estimators: An Ensemble Approach to Distance-weighted Classifiers
Blaine Nelson, Battista Biggio, Pavel Laskov
Learning to Locate Relative Outliers
Shukai Li, Ivor W. Tsang
Nonlinear Online Classification Algorithm with Probability Margin
Mingmin Chi, Huijun He, Wenqiang Zhang
Continuous Rapid Action Value Estimates
Adrien Couëtoux, Mario Milone, Mátyás Brendel et al.
Improving Policy Gradient Estimates with Influence Information
Jervis Pinto, Alan Fern, Tim Bauer et al.
Greedy Algorithms for Structurally Constrained High Dimensional Problems
Ambuj Tewari, Pradeep K. Ravikumar, Inderjit S. Dhillon
An ideal observer model for identifying the reference frame of objects
Joseph L. Austerweil, Abram L. Friesen, Thomas L. Griffiths
Gaussian process modulated renewal processes
Yee W. Teh, Vinayak Rao
How biased are maximum entropy models?
Jakob H. Macke, Iain Murray, Peter E. Latham
Pylon Model for Semantic Segmentation
Victor Lempitsky, Andrea Vedaldi, Andrew Zisserman
Transfer from Multiple MDPs
Alessandro Lazaric, Marcello Restelli
The Fixed Points of Off-Policy TD
J. Z. Kolter