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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)

The Geometry of Losses COLT 2014
Resourceful Contextual Bandits COLT 2014
The More, the Merrier: the Blessing of Dimensionality for Learning Large Gaussian Mixtures COLT 2014
Near-Optimal Herding COLT 2014
Faster and Sample Near-Optimal Algorithms for Proper Learning Mixtures of Gaussians COLT 2014
Online Learning with Composite Loss Functions COLT 2014
Online Non-Parametric Regression COLT 2014
Fast and Accurate Image Matching with Cascade Hashing for 3D Reconstruction CVPR 2014
Predicting Matchability CVPR 2014
Spectral Graph Reduction for Efficient Image and Streaming Video Segmentation CVPR 2014
Weakly Supervised Multiclass Video Segmentation CVPR 2014
Video Motion Segmentation Using New Adaptive Manifold Denoising Model CVPR 2014
Cut, Glue & Cut: A Fast, Approximate Solver for Multicut Partitioning CVPR 2014
Neural Decision Forests for Semantic Image Labelling CVPR 2014
Event Detection using Multi-Level Relevance Labels and Multiple Features CVPR 2014
Semi-supervised Spectral Clustering for Image Set Classification CVPR 2014
Measuring Distance Between Unordered Sets of Different Sizes CVPR 2014
Learning Mid-level Filters for Person Re-identification CVPR 2014
Lacunarity Analysis on Image Patterns for Texture Classification CVPR 2014
From Categories to Individuals in Real Time -- A Unified Boosting Approach CVPR 2014
NMF-KNN: Image Annotation using Weighted Multi-view Non-negative Matrix Factorization CVPR 2014
Fine-Grained Visual Comparisons with Local Learning CVPR 2014
Inferring Analogous Attributes CVPR 2014
Beyond Comparing Image Pairs: Setwise Active Learning for Relative Attributes CVPR 2014
Visual Persuasion: Inferring Communicative Intents of Images CVPR 2014