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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)

Metric Learning with Multiple Kernels NIPS 2011
A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm NIPS 2011
Understanding the Intrinsic Memorability of Images NIPS 2011
Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories NIPS 2011
Automated Refinement of Bayes Networks' Parameters based on Test Ordering Constraints NIPS 2011
Structure Learning for Optimization NIPS 2011
Multiclass Boosting: Theory and Algorithms NIPS 2011
Composite Multiclass Losses NIPS 2011
Scalable Training of Mixture Models via Coresets NIPS 2011
Recovering Intrinsic Images with a Global Sparsity Prior on Reflectance NIPS 2011
Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation NIPS 2011
Testing a Bayesian Measure of Representativeness Using a Large Image Database NIPS 2011
Dynamical segmentation of single trials from population neural data NIPS 2011
Approximating Semidefinite Programs in Sublinear Time NIPS 2011
Active Classification based on Value of Classifier NIPS 2011
Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression NIPS 2011
Co-regularized Multi-view Spectral Clustering NIPS 2011
A concave regularization technique for sparse mixture models NIPS 2011
Image Parsing with Stochastic Scene Grammar NIPS 2011
Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection NIPS 2011
Trace Lasso: a trace norm regularization for correlated designs NIPS 2011
Linear Submodular Bandits and their Application to Diversified Retrieval NIPS 2011
Learning Eigenvectors for Free NIPS 2011
Neural Reconstruction with Approximate Message Passing (NeuRAMP) NIPS 2011
Bayesian Partitioning of Large-Scale Distance Data NIPS 2011