conftrace_

multi-class classification

280 papers

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Co-occurring keywords

text classification (6793) support vector machine (978) transformer model (1996) multiclass classification (181) binary classification (678) ensemble learning (1274) generalization bound (652) active learning (1301) multi-label classification (1009) transfer learning (5449)

Papers

Multi-class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithms NIPS 2015
Convex Calibrated Surrogates for Hierarchical Classification ICML 2015
Max-Margin Zero-Shot Learning for Multi-class Classification AISTATS 2015
Structural Maxent Models ICML 2015
Multi-Class Multi-Annotator Active Learning With Robust Gaussian Process for Visual Recognition ICCV 2015
Multi-Class Deep Boosting NIPS 2014
Region-based Discriminative Feature Pooling for Scene Text Recognition CVPR 2014
Heterogeneous Domain Adaptation for Multiple Classes AISTATS 2014
Open Problem: A (Missing) Boosting-type Convergence Result for AdaBoost.MH with Factorized Multi-class Classifiers COLT 2014
Least Squares Revisited: Scalable Approaches for Multi-class Prediction ICML 2014
Optimizing F-Measures by Cost-Sensitive Classification NIPS 2014
Transductive Learning with Multi-class Volume Approximation ICML 2014
Learning Distributed Representations for Structured Output Prediction NIPS 2014
Stable Learning in Coding Space for Multi-Class Decoding and Its Extension for Multi-Class Hypothesis Transfer Learning CVPR 2014
Rolling Riemannian Manifolds to Solve the Multi-class Classification Problem CVPR 2013
Kernel Null Space Methods for Novelty Detection CVPR 2013
Sparse Output Coding for Large-Scale Visual Recognition CVPR 2013
Selective sampling algorithms for cost-sensitive multiclass prediction ICML 2013
Learning Kernels Using Local Rademacher Complexity NIPS 2013
Multi-Class Classification with Maximum Margin Multiple Kernel ICML 2013
Multiclass Latent Locally Linear Support Vector Machines ACML 2013
Optimizing 1-Nearest Prototype Classifiers CVPR 2013
On multi-class classification through the minimization of the confusion matrix norm ACML 2013
From N to N+1: Multiclass Transfer Incremental Learning CVPR 2013
Dictionary Learning from Ambiguously Labeled Data CVPR 2013