conftrace_

point process

109 papers

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Co-occurring keywords

hawkes process (90) variational inference (2069) bayesian inference (1907) gaussian process (1200) event sequence (55) stochastic process (388) spike train (28) bayesian nonparametrics (270) intensity function (19) temporal point process (77)

Papers

LMPP: A Large Margin Point Process Combining Reinforcement and Competition for Modeling Hashtag Popularity IJCAI 2017
Predicting User Activity Level In Point Processes With Mass Transport Equation NIPS 2017
Wasserstein Learning of Deep Generative Point Process Models NIPS 2017
A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering NIPS 2017
Fake News Mitigation via Point Process Based Intervention ICML 2017
Uncovering Causality from Multivariate Hawkes Integrated Cumulants ICML 2017
Infinite Hidden Semi-Markov Modulated Interaction Point Process NIPS 2016
Simulation and Calibration of a Fully Bayesian Marked Multidimensional Hawkes Process with Dissimilar Decays ACML 2016
Isotonic Hawkes Processes ICML 2016
Latent Point Process Allocation AISTATS 2016
Learning Granger Causality for Hawkes Processes ICML 2016
Hawkes Processes with Stochastic Excitations ICML 2016
Efficient Point Process Inference for Large-Scale Object Detection CVPR 2016
Time-Sensitive Recommendation From Recurrent User Activities NIPS 2015
A Multitask Point Process Predictive Model ICML 2015
A Tractable Approximation to Optimal Point Process Filtering: Application to Neural Encoding NIPS 2015
Atomic Spatial Processes ICML 2015
Variational Inference for Gaussian Process Modulated Poisson Processes ICML 2015
Shaping Social Activity by Incentivizing Users NIPS 2014
Modeling Correlated Arrival Events with Latent Semi-Markov Processes ICML 2014
Factorized Point Process Intensities: A Spatial Analysis of Professional Basketball ICML 2014
Discovering Latent Network Structure in Point Process Data ICML 2014
Recovering Line-Networks in Images by Junction-Point Processes CVPR 2013
Mixture of Mutually Exciting Processes for Viral Diffusion ICML 2013
Modelling Reciprocating Relationships with Hawkes Processes NIPS 2012