Papers
734 papers found
The Multi-Task Learning View of Multimodal Data
Hachem Kadri, Stephane Ayache, Cécile Capponi et al.
Unconfused Ultraconservative Multiclass Algorithms
Ugo Louche, Liva Ralaivola
Using Hyperbolic Cross Approximation to measure and compensate Covariate Shift
Thomas Vanck, Jochen Garcke
A Convex-Concave Relaxation Procedure Based Subgraph Matching Algorithm
Zhi-Yong Liu, Hong Qiao
A Coupled Indian Buffet Process Model for Collaborative Filtering
Sotirios P. Chatzis
Active Learning with Hinted Support Vector Machine
Chun-Liang Li, Chun-Sung Ferng, Hsuan-Tien Lin
AIC and BIC based approaches for SVM parameter value estimation with RBF kernels
Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao et al.
A Note on Metric Properties for Some Divergence Measures: The Gaussian Case
Karim T. Abou-Moustafa, Frank P. Ferrie
A Ranking-based KNN Approach for Multi-Label Classification
Tsung-Hsien Chiang, Hung-Yi Lo, Shou-De Lin
A Stochastic Bandit Algorithm for Scratch Games
Raphaël Féraud, Tanguy Urvoy
Conditional Validity of Inductive Conformal Predictors
Vladimir Vovk
Cumulative Restricted Boltzmann Machines for Ordinal Matrix Data Analysis
Truyen Tran, Dinh Phung, Svetha Venkatesh
Frustratingly Simplified Deployment in WLAN Localization by Learning from Route Annotation
Ryoma Kawajiri, Masamichi Shimosaka, Rui Fukui et al.
Improved Sequence Classification Using Adaptive Segmental Sequence Alignment
Shahriar Shariat, Vladimir Pavlovic
Key Instance Detection in Multi-Instance Learning
Guoqing Liu, Jianxin Wu, Zhi-Hua Zhou
Learning and Model-Checking Networks of I/O Automata
Hua Mao, Manfred Jaeger
Learning From Ordered Sets and Applications in Collaborative Ranking
Truyen Tran, Dinh Phung, Svetha Venkatesh
Learning Latent Variable Models by Pairwise Cluster Comparison
Nuaman Asbeh, Boaz Lerner
Learning Temporal Association Rules on Symbolic Time Sequences
Mathieu Guillame-Bert, James L. Crowley
Local Kernel Density Ratio-Based Feature Selection for Outlier Detection
Fatemeh Azmandian, Jennifer G. Dy, Javed A. Aslam et al.
Max-Margin Ratio Machine
Suicheng Gu, Yuhong Guo
More Is Better: Large Scale Partially-supervised Sentiment Classification
Yoav Haimovitch, Koby Crammer, Shie Mannor
Multi-objective Monte-Carlo Tree Search
Weijia Wang, Michèle Sebag
Multiresolution Mixture Modeling using Merging of Mixture Components
Prem Raj Adhikari, Jaakko Hollmén
Multi-Stage Classifier Design
Kirill Trapeznikov, Venkatesh Saligrama, David Castañón