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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)

A Polylog Pivot Steps Simplex Algorithm for Classification NIPS 2012
Fiedler Random Fields: A Large-Scale Spectral Approach to Statistical Network Modeling NIPS 2012
Assessing Blinding in Clinical Trials NIPS 2012
Learning Networks of Heterogeneous Influence NIPS 2012
Submodular-Bregman and the Lovász-Bregman Divergences with Applications NIPS 2012
Entangled Monte Carlo NIPS 2012
Online L1-Dictionary Learning with Application to Novel Document Detection NIPS 2012
Transelliptical Component Analysis NIPS 2012
Density Propagation and Improved Bounds on the Partition Function NIPS 2012
A quasi-Newton proximal splitting method NIPS 2012
Online Sum-Product Computation Over Trees NIPS 2012
Risk Aversion in Markov Decision Processes via Near Optimal Chernoff Bounds NIPS 2012
Calibrated Elastic Regularization in Matrix Completion NIPS 2012
Finite Sample Convergence Rates of Zero-Order Stochastic Optimization Methods NIPS 2012
Query Complexity of Derivative-Free Optimization NIPS 2012
Communication-Efficient Algorithms for Statistical Optimization NIPS 2012
Selecting Diverse Features via Spectral Regularization NIPS 2012
The representer theorem for Hilbert spaces: a necessary and sufficient condition NIPS 2012
Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation NIPS 2012
Online allocation and homogeneous partitioning for piecewise constant mean-approximation NIPS 2012
Globally Convergent Dual MAP LP Relaxation Solvers using Fenchel-Young Margins NIPS 2012
Matrix reconstruction with the local max norm NIPS 2012
Near-optimal Differentially Private Principal Components NIPS 2012
Perceptron Learning of SAT NIPS 2012
A Note on Metric Properties for Some Divergence Measures: The Gaussian Case ACML 2012