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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)

Distributed Submodular Maximization: Identifying Representative Elements in Massive Data NIPS 2013
Analyzing the Harmonic Structure in Graph-Based Learning NIPS 2013
Near-optimal Anomaly Detection in Graphs using Lovasz Extended Scan Statistic NIPS 2013
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces NIPS 2013
Similarity Component Analysis NIPS 2013
Matrix Completion From any Given Set of Observations NIPS 2013
A Deep Architecture for Matching Short Texts NIPS 2013
Sensor Selection in High-Dimensional Gaussian Trees with Nuisances NIPS 2013
The Total Variation on Hypergraphs - Learning on Hypergraphs Revisited NIPS 2013
Lasso Screening Rules via Dual Polytope Projection NIPS 2013
Multiscale Dictionary Learning for Estimating Conditional Distributions NIPS 2013
Dirty Statistical Models NIPS 2013
Online Learning of Nonparametric Mixture Models via Sequential Variational Approximation NIPS 2013
Exact and Stable Recovery of Pairwise Interaction Tensors NIPS 2013
A* Lasso for Learning a Sparse Bayesian Network Structure for Continuous Variables NIPS 2013
High-Dimensional Gaussian Process Bandits NIPS 2013
Generalizing Analytic Shrinkage for Arbitrary Covariance Structures NIPS 2013
Higher Order Priors for Joint Intrinsic Image, Objects, and Attributes Estimation NIPS 2013
Online Robust PCA via Stochastic Optimization NIPS 2013
Compete to Compute NIPS 2013
Heterogeneous-Neighborhood-based Multi-Task Local Learning Algorithms NIPS 2013
Scalable Influence Estimation in Continuous-Time Diffusion Networks NIPS 2013
More data speeds up training time in learning halfspaces over sparse vectors NIPS 2013
Top-Down Regularization of Deep Belief Networks NIPS 2013
Polar Operators for Structured Sparse Estimation NIPS 2013