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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)

Metric recovery from directed unweighted graphs AISTATS 2015
Submodular Point Processes with Applications to Machine learning AISTATS 2015
Online Optimization : Competing with Dynamic Comparators AISTATS 2015
Sparse Dueling Bandits AISTATS 2015
On Approximate Non-submodular Minimization via Tree-Structured Supermodularity AISTATS 2015
Sparse Submodular Probabilistic PCA AISTATS 2015
Dimensionality estimation without distances AISTATS 2015
On Estimating L_2^2 Divergence AISTATS 2015
Tensor Factorization via Matrix Factorization AISTATS 2015
Symmetric Iterative Proportional Fitting AISTATS 2015
Tight Regret Bounds for Stochastic Combinatorial Semi-Bandits AISTATS 2015
Preferential Attachment in Graphs with Affinities AISTATS 2015
Modelling Policies in MDPs in Reproducing Kernel Hilbert Space AISTATS 2015
Active Pointillistic Pattern Search AISTATS 2015
Variance Reduction via Antithetic Markov Chains AISTATS 2015
Exploiting Symmetries to Construct Efficient MCMC Algorithms With an Application to SLAM AISTATS 2015
Data modeling with the elliptical gamma distribution AISTATS 2015
WASP: Scalable Bayes via barycenters of subset posteriors AISTATS 2015
Inferring Block Structure of Graphical Models in Exponential Families AISTATS 2015
Two-stage sampled learning theory on distributions AISTATS 2015
Predicting Preference Reversals via Gaussian Process Uncertainty Aversion AISTATS 2015
Missing at Random in Graphical Models AISTATS 2015
Particle Gibbs with Ancestor Sampling for Probabilistic Programs AISTATS 2015
Column Subset Selection with Missing Data via Active Sampling AISTATS 2015
Trend Filtering on Graphs AISTATS 2015