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Mathematics & Optimization

16,944 papers (0 classified directly here)

Subtopics

Optimization (12,959) Mathematics (5,735) Probability (519) Statistics (265) Discrete Mathematics (15)

Papers per year

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Papers (including subtopics)

Supervised Exponential Family Principal Component Analysis via Convex Optimization NIPS 2008
Stochastic Relational Models for Large-scale Dyadic Data using MCMC NIPS 2008
Online Models for Content Optimization NIPS 2008
Robust Regression and Lasso NIPS 2008
Sparse Signal Recovery Using Markov Random Fields NIPS 2008
Clustering via LP-based Stabilities NIPS 2008
Fast Computation of Posterior Mode in Multi-Level Hierarchical Models NIPS 2008
An improved estimator of Variance Explained in the presence of noise NIPS 2008
Deep Learning with Kernel Regularization for Visual Recognition NIPS 2008
On Bootstrapping the ROC Curve NIPS 2008
QUIC-SVD: Fast SVD Using Cosine Trees NIPS 2008
The Gaussian Process Density Sampler NIPS 2008
Cyclizing Clusters via Zeta Function of a Graph NIPS 2008
An Homotopy Algorithm for the Lasso with Online Observations NIPS 2008
Fast High-dimensional Kernel Summations Using the Monte Carlo Multipole Method NIPS 2008
ICA based on a Smooth Estimation of the Differential Entropy NIPS 2008
Particle Filter-based Policy Gradient in POMDPs NIPS 2008
Algorithms for Infinitely Many-Armed Bandits NIPS 2008
MAS: a multiplicative approximation scheme for probabilistic inference NIPS 2008
An Online Algorithm for Maximizing Submodular Functions NIPS 2008
PSDBoost: Matrix-Generation Linear Programming for Positive Semidefinite Matrices Learning NIPS 2008
Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of \boldmath$\ell_1$-regularized MLE NIPS 2008
Diffeomorphic Dimensionality Reduction NIPS 2008
Bounding Performance Loss in Approximate MDP Homomorphisms NIPS 2008
The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction NIPS 2008