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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)

Multi-Agent Filtering with Infinitely Nested Beliefs NIPS 2008
Beyond Novelty Detection: Incongruent Events, when General and Specific Classifiers Disagree NIPS 2008
Look Ma, No Hands: Analyzing the Monotonic Feature Abstraction for Text Classification NIPS 2008
Nonparametric regression and classification with joint sparsity constraints NIPS 2008
Predicting the Geometry of Metal Binding Sites from Protein Sequence NIPS 2008
Cell Assemblies in Large Sparse Inhibitory Networks of Biologically Realistic Spiking Neurons NIPS 2008
High-dimensional support union recovery in multivariate regression NIPS 2008
Convergence and Rate of Convergence of a Manifold-Based Dimension Reduction Algorithm NIPS 2008
A Convex Upper Bound on the Log-Partition Function for Binary Distributions NIPS 2008
Adaptive Forward-Backward Greedy Algorithm for Sparse Learning with Linear Models NIPS 2008
Reconciling Real Scores with Binary Comparisons: A New Logistic Based Model for Ranking NIPS 2008
Theory of matching pursuit NIPS 2008
Policy Search for Motor Primitives in Robotics NIPS 2008
Mortal Multi-Armed Bandits NIPS 2008
Adapting to a Market Shock: Optimal Sequential Market-Making NIPS 2008
DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification NIPS 2008
Understanding Brain Connectivity Patterns during Motor Imagery for Brain-Computer Interfacing NIPS 2008
Rademacher Complexity Bounds for Non-I.I.D. Processes NIPS 2008
A rational model of preference learning and choice prediction by children NIPS 2008
An ideal observer model of infant object perception NIPS 2008
Empirical performance maximization for linear rank statistics NIPS 2008
Resolution Limits of Sparse Coding in High Dimensions NIPS 2008
Privacy-preserving logistic regression NIPS 2008
Efficient Exact Inference in Planar Ising Models NIPS 2008
Deflation Methods for Sparse PCA NIPS 2008