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poisson process

35 papers

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Co-occurring keywords

bayesian inference (1907) variational inference (2069) markov chain monte carlo (725) bayesian nonparametrics (270) gaussian process (1200) cox process (11) point process (109) poisson processes (3) gibbs sampling (201) latent variable model (564)

Papers

TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences AAAI 2024
Greedy Poisson Rejection Sampling NIPS 2023
Poisson Process for Bayesian Optimization AUTOML 2023
Anytime-Valid Inference For Multinomial Count Data NIPS 2022
Deep Neyman-Scott Processes AISTATS 2022
Interval-censored Hawkes processes JMLR 2022
Online Posted Pricing with Unknown Time-Discounted Valuations AAAI 2021
A Robust Functional EM Algorithm for Incomplete Panel Count Data NIPS 2020
Poisson-Randomized Gamma Dynamical Systems NIPS 2019
Modelling Stopping Criteria for Search Results using Poisson Processes EMNLP 2019
Recurrent Poisson Process Unit for Speech Recognition AAAI 2019
Adaptive Sensor Placement for Continuous Spaces ICML 2019
Modelling Stopping Criteria for Search Results using Poisson Processes IJCNLP 2019
Consistent Online Optimization: Convex and Submodular AISTATS 2019
Large-Scale Cox Process Inference using Variational Fourier Features ICML 2018
Bayesian Nonparametric Poisson-Process Allocation for Time-Sequence Modeling AISTATS 2018
Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes JMLR 2018
Efficient Bayesian Methods for Counting Processes in Partially Observable Environments AISTATS 2018
Poisson intensity estimation with reproducing kernels AISTATS 2017
Latent Point Process Allocation AISTATS 2016
On collapsed representation of hierarchical Completely Random Measures ICML 2016
Gamma Processes, Stick-Breaking, and Variational Inference AISTATS 2015
Variational Inference for Gaussian Process Modulated Poisson Processes ICML 2015
Theoretical Limits of Speed and Resolution for Kinodynamic Planning in a Poisson Forest RSS 2015
Poisson Process Jumping between an Unknown Number of Rates: Application to Neural Spike Data NIPS 2014