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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

5
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527
1644
10862
15958
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Papers (including subtopics)

Gates NIPS 2008
Multi-Level Active Prediction of Useful Image Annotations for Recognition NIPS 2008
MAS: a multiplicative approximation scheme for probabilistic inference NIPS 2008
Learning Hybrid Models for Image Annotation with Partially Labeled Data NIPS 2008
Efficient Sampling for Gaussian Process Inference using Control Variables NIPS 2008
An Online Algorithm for Maximizing Submodular Functions NIPS 2008
On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization NIPS 2008
Bayesian Exponential Family PCA NIPS 2008
Sequential effects: Superstition or rational behavior? NIPS 2008
PSDBoost: Matrix-Generation Linear Programming for Positive Semidefinite Matrices Learning NIPS 2008
Kernel-ARMA for Hand Tracking and Brain-Machine interfacing During 3D Motor Control NIPS 2008
Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of \boldmath$\ell_1$-regularized MLE NIPS 2008
Stress, noradrenaline, and realistic prediction of mouse behaviour using reinforcement learning NIPS 2008
How memory biases affect information transmission: A rational analysis of serial reproduction NIPS 2008
Diffeomorphic Dimensionality Reduction NIPS 2008
Using Bayesian Dynamical Systems for Motion Template Libraries NIPS 2008
An Efficient Sequential Monte Carlo Algorithm for Coalescent Clustering NIPS 2008
Bounding Performance Loss in Approximate MDP Homomorphisms NIPS 2008
Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks NIPS 2008
Robust Near-Isometric Matching via Structured Learning of Graphical Models NIPS 2008
Fast Prediction on a Tree NIPS 2008
Exact Convex Confidence-Weighted Learning NIPS 2008
The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction NIPS 2008
Regularized Co-Clustering with Dual Supervision NIPS 2008
Tighter Bounds for Structured Estimation NIPS 2008