conftrace_

stochastic process

388 papers

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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

Lower Bounds for the Gibbs Sampler over Mixtures of Gaussians ICML 2014
Memory (and Time) Efficient Sequential Monte Carlo ICML 2014
Hamiltonian Monte Carlo Without Detailed Balance ICML 2014
Metastability for High-Dimensional Walking Systems on Stochastically Rough Terrain RSS 2013
Locally Adaptive Bayesian Multivariate Time Series NIPS 2013
Density estimation from unweighted k-nearest neighbor graphs: a roadmap NIPS 2013
Analyzing Hogwild Parallel Gaussian Gibbs Sampling NIPS 2013
How to Hedge an Option Against an Adversary: Black-Scholes Pricing is Minimax Optimal NIPS 2013
Learning Social Infectivity in Sparse Low-rank Networks Using Multi-dimensional Hawkes Processes AISTATS 2013
Predictive PAC Learning and Process Decompositions NIPS 2013
Lower Bounds and Selectivity of Weak-Consistent Policies in Stochastic Multi-Armed Bandit Problem JMLR 2013
Computing the Stationary Distribution Locally NIPS 2013
Achievability of Asymptotic Minimax Regret in Online and Batch Prediction ACML 2013
Learning with Partially Absorbing Random Walks NIPS 2012
Coding efficiency and detectability of rate fluctuations with non-Poisson neuronal firing NIPS 2012
Slice sampling normalized kernel-weighted completely random measure mixture models NIPS 2012
Efficient Spike-Coding with Multiplicative Adaptation in a Spike Response Model NIPS 2012
Quilting Stochastic Kronecker Product Graphs to Generate Multiplicative Attribute Graphs AISTATS 2012
Bayesian Inference for Change Points in Dynamical Systems with Reusable States - a Chinese Restaurant Process Approach AISTATS 2012
Interpreting prediction markets: a stochastic approach NIPS 2012
Inference in continuous-time change-point models NIPS 2011
Statistical Optimization of Non-Negative Matrix Factorization AISTATS 2011
The Indian Buffet Process: An Introduction and Review JMLR 2011
On the Relation between Realizable and Nonrealizable Cases of the Sequence Prediction Problem JMLR 2011
Stochastic Modeling of the Expected Time to Search for an Intermittent Signal Source Under a Limited Sensing Range RSS 2010