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Classification

15289 directly classified papers

Papers per year

Papers

Large-Margin Convex Polytope Machine NIPS 2014
Log-Hilbert-Schmidt metric between positive definite operators on Hilbert spaces NIPS 2014
Latent Support Measure Machines for Bag-of-Words Data Classification NIPS 2014
Rates of Convergence for Nearest Neighbor Classification NIPS 2014
A Drifting-Games Analysis for Online Learning and Applications to Boosting NIPS 2014
Feature Cross-Substitution in Adversarial Classification NIPS 2014
Top Rank Optimization in Linear Time NIPS 2014
Mondrian Forests: Efficient Online Random Forests NIPS 2014
Multilabel Structured Output Learning with Random Spanning Trees of Max-Margin Markov Networks NIPS 2014
Beyond Disagreement-Based Agnostic Active Learning NIPS 2014
A Divide-and-Conquer Solver for Kernel Support Vector Machines ICML 2014
Discriminative Features via Generalized Eigenvectors ICML 2014
Condensed Filter Tree for Cost-Sensitive Multi-Label Classification ICML 2014
Diagnosis determination: decision trees optimizing simultaneously worst and expected testing cost ICML 2014
Max-Margin Infinite Hidden Markov Models ICML 2014
Margins, Kernels and Non-linear Smoothed Perceptrons ICML 2014
The Coherent Loss Function for Classification ICML 2014
On the Consistency of Output Code Based Learning Algorithms for Multiclass Learning Problems COLT 2014
The Complexity of Learning Halfspaces using Generalized Linear Methods COLT 2014
From Categories to Individuals in Real Time -- A Unified Boosting Approach CVPR 2014
Dual Linear Regression Based Classification for Face Cluster Recognition CVPR 2014
Bags of Spacetime Energies for Dynamic Scene Recognition CVPR 2014
Multiscale Centerline Detection by Learning a Scale-Space Distance Transform CVPR 2014
Matrix-Similarity Based Loss Function and Feature Selection for Alzheimer's Disease Diagnosis CVPR 2014
Discriminative Sparse Inverse Covariance Matrix: Application in Brain Functional Network Classification CVPR 2014