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Stochastic Methods

2788 directly classified papers

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Papers

Distributed and Adaptive Darting Monte Carlo through Regenerations AISTATS 2013
Thompson Sampling for 1-Dimensional Exponential Family Bandits NIPS 2013
Mixed Optimization for Smooth Functions NIPS 2013
Generalized Random Utility Models with Multiple Types NIPS 2013
Speeding up Permutation Testing in Neuroimaging NIPS 2013
Analyzing Hogwild Parallel Gaussian Gibbs Sampling NIPS 2013
Open Problem: Fast Stochastic Exp-Concave Optimization COLT 2013
Dimension Independent Similarity Computation JMLR 2013
Online Learning with Predictable Sequences COLT 2013
Sensor Selection in High-Dimensional Gaussian Trees with Nuisances NIPS 2013
Approximating the Permanent with Fractional Belief Propagation JMLR 2013
Accelerating Stochastic Gradient Descent using Predictive Variance Reduction NIPS 2013
Online Robust PCA via Stochastic Optimization NIPS 2013
Non-strongly-convex smooth stochastic approximation with convergence rate O(1/n) NIPS 2013
Projecting Ising Model Parameters for Fast Mixing NIPS 2013
Local Privacy and Minimax Bounds: Sharp Rates for Probability Estimation NIPS 2013
Stochastic Gradient Riemannian Langevin Dynamics on the Probability Simplex NIPS 2013
Non-rigid Structure from Motion with Diffusion Maps Prior CVPR 2013
Data-driven Distributionally Robust Polynomial Optimization NIPS 2013
Automatic Online Calibration of Cameras and Lasers RSS 2013
Stochastic Deconvolution CVPR 2013
A Statistical Model for Recreational Trails in Aerial Images CVPR 2013
A Fully-Connected Layered Model of Foreground and Background Flow CVPR 2013
Discovering the Structure of a Planar Mirror System from Multiple Observations of a Single Point CVPR 2013
Metastability for High-Dimensional Walking Systems on Stochastically Rough Terrain RSS 2013