Papers
Conditional Validity of Inductive Conformal Predictors
Vladimir Vovk
Multi-Stage Classifier Design
Kirill Trapeznikov, Venkatesh Saligrama, David Castañón
Two-way Parallel Class Expression Learning
An C. Tran, Jens Dietrich, Hans W. Guesgen et al.
Learning From Ordered Sets and Applications in Collaborative Ranking
Truyen Tran, Dinh Phung, Svetha Venkatesh
Cumulative Restricted Boltzmann Machines for Ordinal Matrix Data Analysis
Truyen Tran, Dinh Phung, Svetha Venkatesh
Supervised Dimension Reduction with Topic Models
Khoat Than, Tu Bao Ho, Duy Khuong Nguyen et al.
Improved Sequence Classification Using Adaptive Segmental Sequence Alignment
Shahriar Shariat, Vladimir Pavlovic
Topographic Analysis of Correlated Components
Hiroaki Sasaki, Michael U. Gutmann, Hayaru Shouno et al.
Recovering Networks from Distance Data
Sandhya Prabhakaran, Karin J. Metzner, Alexander Böhm et al.
QBoost: Large Scale Classifier Training withAdiabatic Quantum Optimization
Hartmut Neven, Vasil S. Denchev, Geordie Rose et al.
Statistical Models for Exploring Individual Email Communication Behavior
Nicholas Navaroli, Christopher DuBois, Padhraic Smyth
Sparse Additive Matrix Factorization for Robust PCA and Its Generalization
Shinichi Nakajima, Masashi Sugiyama, S. Derin Babacan
Learning and Model-Checking Networks of I/O Automata
Hua Mao, Manfred Jaeger
On Using Nearly-Independent Feature Families for High Precision and Confidence
Omid Madani, Manfred Georg, David A. Ross
Key Instance Detection in Multi-Instance Learning
Guoqing Liu, Jianxin Wu, Zhi-Hua Zhou
A Convex-Concave Relaxation Procedure Based Subgraph Matching Algorithm
Zhi-Yong Liu, Hong Qiao
Active Learning with Hinted Support Vector Machine
Chun-Liang Li, Chun-Sung Ferng, Hsuan-Tien Lin
Variational Bayesian Matching
Arto Klami
Frustratingly Simplified Deployment in WLAN Localization by Learning from Route Annotation
Ryoma Kawajiri, Masamichi Shimosaka, Rui Fukui et al.
More Is Better: Large Scale Partially-supervised Sentiment Classification
Yoav Haimovitch, Koby Crammer, Shie Mannor
Learning Temporal Association Rules on Symbolic Time Sequences
Mathieu Guillame-Bert, James L. Crowley
Max-Margin Ratio Machine
Suicheng Gu, Yuhong Guo
A Stochastic Bandit Algorithm for Scratch Games
Raphaël Féraud, Tanguy Urvoy
AIC and BIC based approaches for SVM parameter value estimation with RBF kernels
Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao et al.