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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)

Learning Triggering Kernels for Multi-dimensional Hawkes Processes ICML 2013
Scale Invariant Conditional Dependence Measures ICML 2013
Learning Policies for Contextual Submodular Prediction ICML 2013
Safe Screening of Non-Support Vectors in Pathwise SVM Computation ICML 2013
Learning the beta-Divergence in Tweedie Compound Poisson Matrix Factorization Models ICML 2013
Fast algorithms for sparse principal component analysis based on Rayleigh quotient iteration ICML 2013
Multilinear Multitask Learning ICML 2013
Online Learning under Delayed Feedback ICML 2013
Universal Consistency of Localized Versions of Regularized Kernel Methods JMLR 2013
Lower Bounds and Selectivity of Weak-Consistent Policies in Stochastic Multi-Armed Bandit Problem JMLR 2013
Ranked Bandits in Metric Spaces: Learning Diverse Rankings over Large Document Collections JMLR 2013
Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization JMLR 2013
Optimal Discovery with Probabilistic Expert Advice: Finite Time Analysis and Macroscopic Optimality JMLR 2013
CODA: High Dimensional Copula Discriminant Analysis JMLR 2013
Differential Privacy for Functions and Functional Data JMLR 2013
Semi-Supervised Learning Using Greedy Max-Cut JMLR 2013
Greedy Sparsity-Constrained Optimization JMLR 2013
Quasi-Newton Method: A New Direction JMLR 2013
Truncated Power Method for Sparse Eigenvalue Problems JMLR 2013
Beyond Fano's Inequality: Bounds on the Optimal F-Score, BER, and Cost-Sensitive Risk and Their Implications JMLR 2013
Stress Functions for Nonlinear Dimension Reduction, Proximity Analysis, and Graph Drawing JMLR 2013
Random Spanning Trees and the Prediction of Weighted Graphs JMLR 2013
Regularization-Free Principal Curve Estimation JMLR 2013
Finding Optimal Bayesian Networks Using Precedence Constraints JMLR 2013
JKernelMachines: A Simple Framework for Kernel Machines JMLR 2013