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Stochastic Processes

438 papers

Papers per year

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9
29
16
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'15
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Papers

Fast MCMC Sampling Algorithms on Polytopes JMLR 2018
Exploiting Stochasticity for the Control of Transitions in Gyre Flows RSS 2018
Nonlinear random matrix theory for deep learning NIPS 2017
Diffusion Approximations for Online Principal Component Estimation and Global Convergence NIPS 2017
Log-normality and Skewness of Estimated State/Action Values in Reinforcement Learning NIPS 2017
Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems NIPS 2017
Learning Stable Task Sequences from Demonstration with Linear Parameter Varying Systems and Hidden Markov Models CORL 2017
Asymptotically exact inference in differentiable generative models AISTATS 2017
Uncovering Causality from Multivariate Hawkes Integrated Cumulants ICML 2017
Stochastic Bouncy Particle Sampler ICML 2017
Fractional Langevin Monte Carlo: Exploring Levy Driven Stochastic Differential Equations for Markov Chain Monte Carlo ICML 2017
Magnetic Hamiltonian Monte Carlo ICML 2017
Fast Bayesian Intensity Estimation for the Permanental Process ICML 2017
Learning Hawkes Processes from Short Doubly-Censored Event Sequences ICML 2017
The Mixing of Markov Chains on Linear Extensions in Practice IJCAI 2017
Tracking the Evolution of Customer Purchase Behavior Segmentation via a Fragmentation-Coagulation Process IJCAI 2017
Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling IJCAI 2017
Some Properties of Batch Value of Information in the Selection Problem (Extended Abstract) IJCAI 2017
Uncertainty Decoding with Adaptive Sampling for Noise Robust DNN-Based Acoustic Modeling INTERSPEECH 2017
On Markov chain Monte Carlo methods for tall data JMLR 2017
Achieving Optimal Misclassification Proportion in Stochastic Block Models JMLR 2017
On the Propagation of Low-Rate Measurement Error to Subgraph Counts in Large Networks JMLR 2017
Bayesian Tensor Regression JMLR 2017
A Fast Stochastic Contact Model for Planar Pushing and Grasping: Theory and Experimental Validation RSS 2017
Edge-exchangeable graphs and sparsity NIPS 2016