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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)

(Near) Dimension Independent Risk Bounds for Differentially Private Learning ICML 2014
Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels ICML 2014
Discriminative Features via Generalized Eigenvectors ICML 2014
Forward-Backward Greedy Algorithms for General Convex Smooth Functions over A Cardinality Constraint ICML 2014
Online Learning in Markov Decision Processes with Changing Cost Sequences ICML 2014
Unimodal Bandits: Regret Lower Bounds and Optimal Algorithms ICML 2014
Maximum Mean Discrepancy for Class Ratio Estimation: Convergence Bounds and Kernel Selection ICML 2014
Coordinate-descent for learning orthogonal matrices through Givens rotations ICML 2014
A Divide-and-Conquer Solver for Kernel Support Vector Machines ICML 2014
Nuclear Norm Minimization via Active Subspace Selection ICML 2014
Learning Graphs with a Few Hubs ICML 2014
Towards an optimal stochastic alternating direction method of multipliers ICML 2014
Spherical Hamiltonian Monte Carlo for Constrained Target Distributions ICML 2014
Efficient Continuous-Time Markov Chain Estimation ICML 2014
Making the Most of Bag of Words: Sentence Regularization with Alternating Direction Method of Multipliers ICML 2014
Coherent Matrix Completion ICML 2014
Memory Efficient Kernel Approximation ICML 2014
Hamiltonian Monte Carlo Without Detailed Balance ICML 2014
Stochastic Dual Coordinate Ascent with Alternating Direction Method of Multipliers ICML 2014
An Information Geometry of Statistical Manifold Learning ICML 2014
Compact Random Feature Maps ICML 2014
Concentration in unbounded metric spaces and algorithmic stability ICML 2014
Heavy-tailed regression with a generalized median-of-means ICML 2014
Spectral Bandits for Smooth Graph Functions ICML 2014
Scalable Semidefinite Relaxation for Maximum A Posterior Estimation ICML 2014