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Mathematics

5,735 papers (8 classified directly here)

Subtopics

Graph Theory (1,376) Statistics (1,273) Probability (1,045) Geometry (720) Information Theory (498) Discrete Mathematics (484) Linear Algebra (480) Numerical Analysis (349) Algebra (68) Signal Processing (67) Topology (41) Functional Analysis (23) Logic (13) Differential Equations (6)

Papers per year

11
57
247
551
246
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Papers (including subtopics)

Meta-Gaussian Information Bottleneck NIPS 2012
Fusion with Diffusion for Robust Visual Tracking NIPS 2012
Ancestor Sampling for Particle Gibbs NIPS 2012
Adaptive Stratified Sampling for Monte-Carlo integration of Differentiable functions NIPS 2012
Sparse Approximate Manifolds for Differential Geometric MCMC NIPS 2012
Learning with Partially Absorbing Random Walks NIPS 2012
A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation NIPS 2012
Structured Learning of Gaussian Graphical Models NIPS 2012
Entropy Estimations Using Correlated Symmetric Stable Random Projections NIPS 2012
Coding efficiency and detectability of rate fluctuations with non-Poisson neuronal firing NIPS 2012
Nyström Method vs Random Fourier Features: A Theoretical and Empirical Comparison NIPS 2012
Spiking and saturating dendrites differentially expand single neuron computation capacity NIPS 2012
Active Learning of Model Evidence Using Bayesian Quadrature NIPS 2012
Mixability in Statistical Learning NIPS 2012
Learning High-Density Regions for a Generalized Kolmogorov-Smirnov Test in High-Dimensional Data NIPS 2012
Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses NIPS 2012
Strategic Impatience in Go/NoGo versus Forced-Choice Decision-Making NIPS 2012
MCMC for continuous-time discrete-state systems NIPS 2012
Spectral Learning of General Weighted Automata via Constrained Matrix Completion NIPS 2012
Scaled Gradients on Grassmann Manifolds for Matrix Completion NIPS 2012
Link Prediction in Graphs with Autoregressive Features NIPS 2012
Dimensionality Dependent PAC-Bayes Margin Bound NIPS 2012
On the Sample Complexity of Robust PCA NIPS 2012
Tight Bounds on Profile Redundancy and Distinguishability NIPS 2012
On Triangular versus Edge Representations --- Towards Scalable Modeling of Networks NIPS 2012