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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)

Beyond Convexity: Online Submodular Minimization NIPS 2009
An Integer Projected Fixed Point Method for Graph Matching and MAP Inference NIPS 2009
Efficient Bregman Range Search NIPS 2009
Complexity of Decentralized Control: Special Cases NIPS 2009
An Analysis of Convex Relaxations for MAP Estimation of Discrete MRFs JMLR 2009
Refinement of Reproducing Kernels JMLR 2009
Data-driven Calibration of Penalties for Least-Squares Regression JMLR 2009
Low-Rank Kernel Learning with Bregman Matrix Divergences JMLR 2009
Particle Swarm Model Selection JMLR 2009
Online Learning with Sample Path Constraints JMLR 2009
Estimation of Sparse Binary Pairwise Markov Networks using Pseudo-likelihoods JMLR 2009
Nonextensive Information Theoretic Kernels on Measures JMLR 2009
Fourier Theoretic Probabilistic Inference over Permutations JMLR 2009
An Algorithm for Reading Dependencies from the Minimal Undirected Independence Map of a Graphoid that Satisfies Weak Transitivity JMLR 2009
The Hidden Life of Latent Variables: Bayesian Learning with Mixed Graph Models JMLR 2009
Entropy Inference and the James-Stein Estimator, with Application to Nonlinear Gene Association Networks JMLR 2009
Strong Limit Theorems for the Bayesian Scoring Criterion in Bayesian Networks JMLR 2009
Learning Linear Ranking Functions for Beam Search with Application to Planning JMLR 2009
Marginal Likelihood Integrals for Mixtures of Independence Models JMLR 2009
Learning Permutations with Exponential Weights JMLR 2009
SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent JMLR 2009
Settable Systems: An Extension of Pearl's Causal Model with Optimization, Equilibrium, and Learning JMLR 2009
CarpeDiem: Optimizing the Viterbi Algorithm and Applications to Supervised Sequential Learning JMLR 2009
Fast Approximate kNN Graph Construction for High Dimensional Data via Recursive Lanczos Bisection JMLR 2009
Evolutionary Model Type Selection for Global Surrogate Modeling JMLR 2009