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Classification

15,805 papers

Papers per year

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Papers

On multi-class classification through the minimization of the confusion matrix norm ACML 2013
Unconfused Ultraconservative Multiclass Algorithms ACML 2013
Active Sampling of Pairs and Points for Large-scale Linear Bipartite Ranking ACML 2013
Multilabel Classification through Random Graph Ensembles ACML 2013
Improving Predictive Specificity of Description Logic Learners by Fortification ACML 2013
Locally-Linear Learning Machines (L3M) ACML 2013
Diagonal Orthant Multinomial Probit Models AISTATS 2013
Clustered Support Vector Machines AISTATS 2013
Random Projections for Support Vector Machines AISTATS 2013
Supervised Sequential Classification Under Budget Constraints AISTATS 2013
On the Asymptotic Optimality of Maximum Margin Bayesian Networks AISTATS 2013
Scoring anomalies: a M-estimation formulation AISTATS 2013
Open Problem: Lower bounds for Boosting with Hadamard Matrices COLT 2013
Surrogate Regret Bounds for the Area Under the ROC Curve via Strongly Proper Losses COLT 2013
Classification with Asymmetric Label Noise: Consistency and Maximal Denoising COLT 2013
Learning Halfspaces Under Log-Concave Densities: Polynomial Approximations and Moment Matching COLT 2013
Boosting with the Logistic Loss is Consistent COLT 2013
Exploring Compositional High Order Pattern Potentials for Structured Output Learning CVPR 2013
Accurate and Robust Registration of Nonrigid Surface Using Hierarchical Statistical Shape Model CVPR 2013
POOF: Part-Based One-vs.-One Features for Fine-Grained Categorization, Face Verification, and Attribute Estimation CVPR 2013
What's in a Name? First Names as Facial Attributes CVPR 2013
Context-Aware Modeling and Recognition of Activities in Video CVPR 2013
Learning to Detect Partially Overlapping Instances CVPR 2013
Dictionary Learning from Ambiguously Labeled Data CVPR 2013
Alternating Decision Forests CVPR 2013