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Stochastic Processes

438 papers

Papers per year

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9
29
16
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Papers

Log-concave sampling: Metropolis-Hastings algorithms are fast JMLR 2019
MRI k-Space Motion Artefact Augmentation: Model Robustness and Task-Specific Uncertainty MIDL 2019
Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes MLHC 2019
Real-Time Robotic Search using Structural Spatial Point Processes UAI 2019
Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data NIPS 2018
Exponentiated Strongly Rayleigh Distributions NIPS 2018
Geometrically Coupled Monte Carlo Sampling NIPS 2018
On Learning Markov Chains NIPS 2018
Incremental Computation of Infix Probabilities for Probabilistic Finite Automata EMNLP 2018
Accelerated Spectral Ranking ICML 2018
Stochastic Wasserstein Barycenters ICML 2018
Spatio-temporal Bayesian On-line Changepoint Detection with Model Selection ICML 2018
Ranking Distributions based on Noisy Sorting ICML 2018
Learning Localized Spatio-Temporal Models From Streaming Data ICML 2018
INITIATOR: Noise-contrastive Estimation for Marked Temporal Point Process IJCAI 2018
Differential Equations for Modeling Asynchronous Algorithms IJCAI 2018
Z-Transforms and its Inference on Partially Observable Point Processes IJCAI 2018
Exploiting Graph Regularized Multi-dimensional Hawkes Processes for Modeling Events with Spatio-temporal Characteristics IJCAI 2018
A Fast and Accurate Method for Estimating People Flow from Spatiotemporal Population Data IJCAI 2018
Discrete Interventions in Hawkes Processes with Applications in Invasive Species Management IJCAI 2018
Biased Random Walk based Social Regularization for Word Embeddings IJCAI 2018
Efficient Symbolic Integration for Probabilistic Inference IJCAI 2018
An $\ell_{\infty}$ Eigenvector Perturbation Bound and Its Application JMLR 2018
Sparse Exchangeable Graphs and Their Limits via Graphon Processes JMLR 2018
Concentration inequalities for empirical processes of linear time series JMLR 2018