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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)

Online Kernel Learning with a Near Optimal Sparsity Bound ICML 2013
Spectral Learning of Hidden Markov Models from Dynamic and Static Data ICML 2013
Algebraic classifiers: a generic approach to fast cross-validation, online training, and parallel training ICML 2013
Modeling Information Propagation with Survival Theory ICML 2013
Better Rates for Any Adversarial Deterministic MDP ICML 2013
Computation-Risk Tradeoffs for Covariance-Thresholded Regression ICML 2013
Optimization with First-Order Surrogate Functions ICML 2013
Fast Semidifferential-based Submodular Function Optimization ICML 2013
Quantile Regression for Large-scale Applications ICML 2013
Robust Regression on MapReduce ICML 2013
Infinitesimal Annealing for Training Semi-Supervised Support Vector Machines ICML 2013
One-Pass AUC Optimization ICML 2013
Learning Convex QP Relaxations for Structured Prediction ICML 2013
Fast Dual Variational Inference for Non-Conjugate Latent Gaussian Models ICML 2013
Approximate Inference in Collective Graphical Models ICML 2013
Scaling the Indian Buffet Process via Submodular Maximization ICML 2013
Mini-Batch Primal and Dual Methods for SVMs ICML 2013
Top-k Selection based on Adaptive Sampling of Noisy Preferences ICML 2013
O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions ICML 2013
Intersecting singularities for multi-structured estimation ICML 2013
Smooth Operators ICML 2013
The Cross-Entropy Method Optimizes for Quantiles ICML 2013
Almost Optimal Exploration in Multi-Armed Bandits ICML 2013
Sparse Gaussian Conditional Random Fields: Algorithms, Theory, and Application to Energy Forecasting ICML 2013
Expensive Function Optimization with Stochastic Binary Outcomes ICML 2013