Machine Learning and Knowledge Discovery in Databases

Error Prediction with Partial Feedback

Pages 80-94

Darling, William (et al.)

Boot-Strapping Language Identifiers for Short Colloquial Postings

Pages 95-111

Goldszmidt, Moises (et al.)

A Pairwise Label Ranking Method with Imprecise Scores and Partial Predictions

Pages 112-127

Destercke, Sebastien

Learning Socially Optimal Information Systems from Egoistic Users

Pages 128-144

Raman, Karthik (et al.)

Socially Enabled Preference Learning from Implicit Feedback Data

Pages 145-160

Delporte, Julien (et al.)

Cross-Domain Recommendation via Cluster-Level Latent Factor Model

Pages 161-176

Gao, Sheng (et al.)

Minimal Shrinkage for Noisy Data Recovery Using Schatten-p Norm Objective

Pages 177-193

Kong, Deguang (et al.)

Noisy Matrix Completion Using Alternating Minimization

Pages 194-209

Gunasekar, Suriya (et al.)

A Nearly Unbiased Matrix Completion Approach

Pages 210-225

Liu, Dehua (et al.)

A Counterexample for the Validity of Using Nuclear Norm as a Convex Surrogate of Rank

Pages 226-241

Zhang, Hongyang (et al.)

Efficient Rank-one Residue Approximation Method for Graph Regularized Non-negative Matrix Factorization

Pages 242-255

Liao, Qing (et al.)

Maximum Entropy Models for Iteratively Identifying Subjectively Interesting Structure in Real-Valued Data

Pages 256-271

Kontonasios, Kleanthis-Nikolaos (et al.)

An Analysis of Tensor Models for Learning on Structured Data

Pages 272-287

Nickel, Maximilian (et al.)

Learning Modewise Independent Components from Tensor Data Using Multilinear Mixing Model

Pages 288-303

Lu, Haiping

Taxonomic Prediction with Tree-Structured Covariances

Pages 304-319

Blaschko, Matthew B. (et al.)

Position Preserving Multi-Output Prediction

Pages 320-335

Abraham, Zubin (et al.)

Structured Output Learning with Candidate Labels for Local Parts

Pages 336-352

Li, Chengtao (et al.)

Shared Structure Learning for Multiple Tasks with Multiple Views

Pages 353-368

Jin, Xin (et al.)

Using Both Latent and Supervised Shared Topics for Multitask Learning

Pages 369-384

Acharya, Ayan (et al.)

Probabilistic Clustering for Hierarchical Multi-Label Classification of Protein Functions

Pages 385-400

Barros, Rodrigo C. (et al.)

Multi-core Structural SVM Training

Pages 401-416

Chang, Kai-Wei (et al.)

Multi-label Classification with Output Kernels

Pages 417-432

Guo, Yuhong (et al.)

Boosting for Unsupervised Domain Adaptation

Pages 433-448

Habrard, Amaury (et al.)

Automatically Mapped Transfer between Reinforcement Learning Tasks via Three-Way Restricted Boltzmann Machines

Pages 449-464

Ammar, Haitham Bou (et al.)

A Layered Dirichlet Process for Hierarchical Segmentation of Sequential Grouped Data

Pages 465-482

Mitra, Adway (et al.)

A Bayesian Classifier for Learning from Tensorial Data

Pages 483-498

Liu, Wei (et al.)

Prediction with Model-Based Neutrality

Pages 499-514

Fukuchi, Kazuto (et al.)

Decision-Theoretic Sparsification for Gaussian Process Preference Learning

Pages 515-530

Abbasnejad, M. Ehsan (et al.)

Variational Hidden Conditional Random Fields with Coupled Dirichlet Process Mixtures

Pages 531-547

Bousmalis, Konstantinos (et al.)

Sparsity in Bayesian Blind Source Separation and Deconvolution

Pages 548-563

Šmídl, Václav (et al.)

Nested Hierarchical Dirichlet Process for Nonparametric Entity-Topic Analysis

Pages 564-579

Agrawal, Priyanka (et al.)

Knowledge Intensive Learning: Combining Qualitative Constraints with Causal Independence for Parameter Learning in Probabilistic Models

Pages 580-595

Yang, Shuo (et al.)

Direct Learning of Sparse Changes in Markov Networks by Density Ratio Estimation

Pages 596-611

Liu, Song (et al.)

Greedy Part-Wise Learning of Sum-Product Networks

Pages 612-627

Peharz, Robert (et al.)

From Topic Models to Semi-supervised Learning: Biasing Mixed-Membership Models to Exploit Topic-Indicative Features in Entity Clustering

Pages 628-642

Balasubramanyan, Ramnath (et al.)

Hub Co-occurrence Modeling for Robust High-Dimensional kNN Classification

Pages 643-659

Tomašev, Nenad (et al.)

Fast kNN Graph Construction with Locality Sensitive Hashing

Pages 660-674

Zhang, Yan-Ming (et al.)

Mixtures of Large Margin Nearest Neighbor Classifiers

Pages 675-688

Semerci, Murat (et al.)