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Classification

15,805 papers

Papers per year

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Papers

Agnostic Learning of Disjunctions on Symmetric Distributions JMLR 2015
Supervised Learning via Euler's Elastica Models JMLR 2015
partykit: A Modular Toolkit for Recursive Partytioning in R JMLR 2015
Hilbert maps: scalable continuous occupancy mapping with stochastic gradient descent RSS 2015
Long-horizon Robotic Search and Classification using Sampling-based Motion Planning RSS 2015
Material Recognition from Heat Transfer given Varying Initial Conditions and Short-Duration Contact RSS 2015
Data-Driven Online Decision Making for Autonomous Manipulation RSS 2015
Magnitude-sensitive preference formation` NIPS 2014
Sparse PCA via Covariance Thresholding NIPS 2014
Beyond Disagreement-Based Agnostic Active Learning NIPS 2014
Inference by Learning: Speeding-up Graphical Model Optimization via a Coarse-to-Fine Cascade of Pruning Classifiers NIPS 2014
Multilabel Structured Output Learning with Random Spanning Trees of Max-Margin Markov Networks NIPS 2014
Mondrian Forests: Efficient Online Random Forests NIPS 2014
Top Rank Optimization in Linear Time NIPS 2014
Flexible Transfer Learning under Support and Model Shift NIPS 2014
Feature Cross-Substitution in Adversarial Classification NIPS 2014
A Drifting-Games Analysis for Online Learning and Applications to Boosting NIPS 2014
Rates of Convergence for Nearest Neighbor Classification NIPS 2014
Latent Support Measure Machines for Bag-of-Words Data Classification NIPS 2014
Log-Hilbert-Schmidt metric between positive definite operators on Hilbert spaces NIPS 2014
Large-Margin Convex Polytope Machine NIPS 2014
On the Statistical Consistency of Plug-in Classifiers for Non-decomposable Performance Measures NIPS 2014
Robust Classification Under Sample Selection Bias NIPS 2014
Consistency of weighted majority votes NIPS 2014
Near-optimal sample compression for nearest neighbors NIPS 2014