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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)

Nyström Approximation for Large-Scale Determinantal Processes AISTATS 2013
Distributed and Adaptive Darting Monte Carlo through Regenerations AISTATS 2013
Consensus Ranking with Signed Permutations AISTATS 2013
Ultrahigh Dimensional Feature Screening via RKHS Embeddings AISTATS 2013
Convex Collective Matrix Factorization AISTATS 2013
Computing the M Most Probable Modes of a Graphical Model AISTATS 2013
Evidence Estimation for Bayesian Partially Observed MRFs AISTATS 2013
A simple sketching algorithm for entropy estimation over streaming data AISTATS 2013
Unsupervised Link Selection in Networks AISTATS 2013
DivMCuts: Faster Training of Structural SVMs with Diverse M-Best Cutting-Planes AISTATS 2013
Recursive Karcher Expectation Estimators And Geometric Law of Large Numbers AISTATS 2013
A Parallel, Block Greedy Method for Sparse Inverse Covariance Estimation for Ultra-high Dimensions AISTATS 2013
Structure Learning of Mixed Graphical Models AISTATS 2013
Dynamic Scaled Sampling for Deterministic Constraints AISTATS 2013
Thompson Sampling in Switching Environments with Bayesian Online Change Detection AISTATS 2013
A Last-Step Regression Algorithm for Non-Stationary Online Learning AISTATS 2013
High-dimensional Inference via Lipschitz Sparsity-Yielding Regularizers AISTATS 2013
Localization and Adaptation in Online Learning AISTATS 2013
Detecting Activations over Graphs using Spanning Tree Wavelet Bases AISTATS 2013
Changepoint Detection over Graphs with the Spectral Scan Statistic AISTATS 2013
Central Limit Theorems for Conditional Markov Chains AISTATS 2013
Bethe Bounds and Approximating the Global Optimum AISTATS 2013
Dual Decomposition for Joint Discrete-Continuous Optimization AISTATS 2013
Learning Social Infectivity in Sparse Low-rank Networks Using Multi-dimensional Hawkes Processes AISTATS 2013
Greedy Bilateral Sketch, Completion & Smoothing AISTATS 2013