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Stochastic Methods

2,788 papers

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Papers

Fast Bidirectional Probability Estimation in Markov Models NIPS 2015
Point Process Modelling of Rumour Dynamics in Social Media ACL 2015
Global Multi-armed Bandits with Hölder Continuity AISTATS 2015
Predictive Inverse Optimal Control for Linear-Quadratic-Gaussian Systems AISTATS 2015
Active Pointillistic Pattern Search AISTATS 2015
Variance Reduction via Antithetic Markov Chains AISTATS 2015
WASP: Scalable Bayes via barycenters of subset posteriors AISTATS 2015
Escaping the Local Minima via Simulated Annealing: Optimization of Approximately Convex Functions COLT 2015
Optimum Statistical Estimation with Strategic Data Sources COLT 2015
Minimax rates for memory-bounded sparse linear regression COLT 2015
Bilinear Random Projections for Locality-Sensitive Binary Codes CVPR 2015
Robust Large Scale Monocular Visual SLAM CVPR 2015
New Insights Into Laplacian Similarity Search CVPR 2015
Reweighted Laplace Prior Based Hyperspectral Compressive Sensing for Unknown Sparsity CVPR 2015
Building Proteins in a Day: Efficient 3D Molecular Reconstruction CVPR 2015
The Stitched Puppet: A Graphical Model of 3D Human Shape and Pose CVPR 2015
Ambient Occlusion via Compressive Visibility Estimation CVPR 2015
Subgraph Matching Using Compactness Prior for Robust Feature Correspondence CVPR 2015
Inverting RANSAC: Global Model Detection via Inlier Rate Estimation CVPR 2015
Context-Guided Diffusion for Label Propagation on Graphs ICCV 2015
Stochastic Optimization with Importance Sampling for Regularized Loss Minimization ICML 2015
Adaptive Stochastic Alternating Direction Method of Multipliers ICML 2015
A Lower Bound for the Optimization of Finite Sums ICML 2015
Finding Linear Structure in Large Datasets with Scalable Canonical Correlation Analysis ICML 2015
High Dimensional Bayesian Optimisation and Bandits via Additive Models ICML 2015