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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)

Generalized Lasso based Approximation of Sparse Coding for Visual Recognition NIPS 2011
SpaRCS: Recovering low-rank and sparse matrices from compressive measurements NIPS 2011
Prediction strategies without loss NIPS 2011
Efficient coding of natural images with a population of noisy Linear-Nonlinear neurons NIPS 2011
Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach NIPS 2011
Convergent Bounds on the Euclidean Distance NIPS 2011
Linearized Alternating Direction Method with Adaptive Penalty for Low-Rank Representation NIPS 2011
Beyond Spectral Clustering - Tight Relaxations of Balanced Graph Cuts NIPS 2011
Analytical Results for the Error in Filtering of Gaussian Processes NIPS 2011
Spectral Methods for Learning Multivariate Latent Tree Structure NIPS 2011
Query-Aware MCMC NIPS 2011
Sparse Recovery with Brownian Sensing NIPS 2011
Learning Anchor Planes for Classification NIPS 2011
Structure Learning for Optimization NIPS 2011
Scalable Training of Mixture Models via Coresets NIPS 2011
Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation NIPS 2011
Approximating Semidefinite Programs in Sublinear Time NIPS 2011
A concave regularization technique for sparse mixture models 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
RTRMC: A Riemannian trust-region method for low-rank matrix completion NIPS 2011
Budgeted Optimization with Concurrent Stochastic-Duration Experiments NIPS 2011
Data Skeletonization via Reeb Graphs NIPS 2011
Learning Sparse Representations of High Dimensional Data on Large Scale Dictionaries NIPS 2011