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Machine Learning

121,146 papers (10 classified directly here)

Subtopics

Learning Types (52,936) Core Methods (48,729) Optimization & Theory (36,874) Application Areas (31,658) Bayesian & Probabilistic (3,963) Learning Paradigms (2,054)

Papers per year

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Papers (including subtopics)

Discriminative Label Propagation for Multi-object Tracking with Sporadic Appearance Features ICCV 2013
Attribute Adaptation for Personalized Image Search ICCV 2013
Regionlets for Generic Object Detection ICCV 2013
Event Recognition in Photo Collections with a Stopwatch HMM ICCV 2013
Handling Occlusions with Franken-Classifiers ICCV 2013
Linear Sequence Discriminant Analysis: A Model-Based Dimensionality Reduction Method for Vector Sequences ICCV 2013
Learning Coupled Feature Spaces for Cross-Modal Matching ICCV 2013
Structured Light in Sunlight ICCV 2013
Probabilistic Elastic Part Model for Unsupervised Face Detector Adaptation ICCV 2013
A Convex Optimization Framework for Active Learning ICCV 2013
An Optimal Policy for Target Localization with Application to Electron Microscopy ICML 2013
Domain Generalization via Invariant Feature Representation ICML 2013
A Spectral Learning Approach to Range-Only SLAM ICML 2013
Near-Optimal Bounds for Cross-Validation via Loss Stability ICML 2013
Sparsity-Based Generalization Bounds for Predictive Sparse Coding ICML 2013
Sparse Uncorrelated Linear Discriminant Analysis ICML 2013
Block-Coordinate Frank-Wolfe Optimization for Structural SVMs ICML 2013
Fast Probabilistic Optimization from Noisy Gradients ICML 2013
Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes ICML 2013
Stochastic Alternating Direction Method of Multipliers ICML 2013
Noisy Sparse Subspace Clustering ICML 2013
Parallel Markov Chain Monte Carlo for Nonparametric Mixture Models ICML 2013
Risk Bounds and Learning Algorithms for the Regression Approach to Structured Output Prediction ICML 2013
Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures ICML 2013
Gibbs Max-Margin Topic Models with Fast Sampling Algorithms ICML 2013