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Stochastic Processes

438 papers

Papers per year

7
9
29
16
'10
'15
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'25

Papers

Know Thy Neighbour: A Normative Theory of Synaptic Depression NIPS 2009
The Gaussian Process Density Sampler NIPS 2008
The Mondrian Process NIPS 2008
Simulated Annealing: Rigorous finite-time guarantees for optimization on continuous domains NIPS 2007
Inferring Elapsed Time from Stochastic Neural Processes NIPS 2007
Collective Inference on Markov Models for Modeling Bird Migration NIPS 2007
Variational Inference for Diffusion Processes NIPS 2007
Near-Uniform Sampling of Combinatorial Spaces Using XOR Constraints NIPS 2006
A Bayesian Approach to Diffusion Models of Decision-Making and Response Time NIPS 2006
A Kernel Subspace Method by Stochastic Realization for Learning Nonlinear Dynamical Systems NIPS 2006
Uncertainty, phase and oscillatory hippocampal recall NIPS 2006
A Simulation-Based Algorithm for Ergodic Control of Markov Chains Conditioned on Rare Events JMLR 2006
Statistical Dynamics of On-line Independent Component Analysis JMLR 2003