conftrace_
← Optimization & Theory
Machine Learning › Optimization & Theory ›

Stochastic Processes

2,667 papers

Papers per year

2
30
60
244
157
'05
'10
'15
'20
'25

Papers

Variational Dropout and the Local Reparameterization Trick NIPS 2015
Finite-Time Analysis of Projected Langevin Monte Carlo NIPS 2015
Gradient Estimation Using Stochastic Computation Graphs NIPS 2015
Fast Bidirectional Probability Estimation in Markov Models NIPS 2015
The Brain Uses Reliability of Stimulus Information when Making Perceptual Decisions NIPS 2015
Nonparametric Bayesian Factor Analysis for Dynamic Count Matrices AISTATS 2015
Accurate and conservative estimates of MRF log-likelihood using reverse annealing AISTATS 2015
A Sufficient Statistics Construction of Exponential Family Lévy Measure Densities for Nonparametric Conjugate Models AISTATS 2015
Sparse Dueling Bandits AISTATS 2015
Direct Density-Derivative Estimation and Its Application in KL-Divergence Approximation AISTATS 2015
Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields AISTATS 2015
Exploiting Symmetries to Construct Efficient MCMC Algorithms With an Application to SLAM AISTATS 2015
State Space Methods for Efficient Inference in Student-t Process Regression AISTATS 2015
Learning from Data with Heterogeneous Noise using SGD AISTATS 2015
MCMC Learning COLT 2015
Fast Mixing for Discrete Point Processes COLT 2015
On Convergence of Emphatic Temporal-Difference Learning COLT 2015
Reliable Patch Trackers: Robust Visual Tracking by Exploiting Reliable Patches CVPR 2015
Transformation of Markov Random Fields for Marginal Distribution Estimation CVPR 2015
Predicting the Future Behavior of a Time-Varying Probability Distribution CVPR 2015
Inverting RANSAC: Global Model Detection via Inlier Rate Estimation CVPR 2015
A Gaussian Process Latent Variable Model for BRDF Inference ICCV 2015
Efficient Training of LDA on a GPU by Mean-for-Mode Estimation ICML 2015
Atomic Spatial Processes ICML 2015
Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization ICML 2015