conftrace_

stochastic process

388 papers

Explore in graph

Also known as

SP

Co-occurring keywords

bayesian inference (1907) regret bound (1926) variational inference (2069) markov chain monte carlo (725) online learning (1777) multi-armed bandit (1098) gaussian process (1200) probabilistic modeling (852) markov chain (207) markov decision process (790)

Papers

Approximate parameter inference in a stochastic reaction-diffusion model AISTATS 2010
Mean Field Variational Approximation for Continuous-Time Bayesian Networks JMLR 2010
On Finding Predictors for Arbitrary Families of Processes JMLR 2010
Risk Bounds for Levy Processes in the PAC-Learning Framework AISTATS 2010
Construction of Nonparametric Bayesian Models from Parametric Bayes Equations NIPS 2009
Rademacher Complexity Bounds for Non-I.I.D. Processes NIPS 2008
The Mondrian Process NIPS 2008
Metastable Walking on Stochastically Rough Terrain RSS 2008
Value Function Based Reinforcement Learning in Changing Markovian Environments JMLR 2008
Algorithms for Infinitely Many-Armed Bandits NIPS 2008
Variational Inference for Diffusion Processes NIPS 2007
Inferring Elapsed Time from Stochastic Neural Processes NIPS 2007
An Information Theoretic Framework for Eukaryotic Gradient Sensing NIPS 2006