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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)

Total Variation Regularization for Functions with Values in a Manifold ICCV 2013
Multi-scale Topological Features for Hand Posture Representation and Analysis ICCV 2013
Block-Coordinate Frank-Wolfe Optimization for Structural SVMs ICML 2013
Fast Probabilistic Optimization from Noisy Gradients ICML 2013
Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes ICML 2013
Noisy Sparse Subspace Clustering ICML 2013
Combinatorial Multi-Armed Bandit: General Framework and Applications ICML 2013
Near-optimal Batch Mode Active Learning and Adaptive Submodular Optimization ICML 2013
Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization ICML 2013
Principal Component Analysis on non-Gaussian Dependent Data ICML 2013
Multiple Identifications in Multi-Armed Bandits ICML 2013
Learning Optimally Sparse Support Vector Machines ICML 2013
Efficient Sparse Group Feature Selection via Nonconvex Optimization ICML 2013
Adaptive Sparsity in Gaussian Graphical Models ICML 2013
Average Reward Optimization Objective In Partially Observable Domains ICML 2013
Optimal rates for stochastic convex optimization under Tsybakov noise condition ICML 2013
A Randomized Mirror Descent Algorithm for Large Scale Multiple Kernel Learning ICML 2013
Dual Averaging and Proximal Gradient Descent for Online Alternating Direction Multiplier Method ICML 2013
Revisiting Frank-Wolfe: Projection-Free Sparse Convex Optimization ICML 2013
Active Learning for Multi-Objective Optimization ICML 2013
Convex Relaxations for Learning Bounded-Treewidth Decomposable Graphs ICML 2013
Characterizing the Representer Theorem ICML 2013
Dynamical Models and tracking regret in online convex programming ICML 2013
Vanishing Component Analysis ICML 2013
Rounding Methods for Discrete Linear Classification ICML 2013