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

Deep Neyman-Scott Processes AISTATS 2022
Event Outlier Detection in Continuous Time ICML 2021
UNIPoint: Universally Approximating Point Processes Intensities AAAI 2021
Scalable Normalizing Flows for Permutation Invariant Densities ICML 2021
Fast Bayesian Inference for Gaussian Cox Processes via Path Integral Formulation NIPS 2021
The diffusion of scientific terms – tracing individuals’ influence in the history of science for English EMNLP 2021
Continuous-time edge modelling using non-parametric point processes NIPS 2021
Relaxed Clustered Hawkes Process for Student Procrastination Modeling in MOOCs AAAI 2021
Dynamic Analysis of Higher-Order Coordination in Neuronal Assemblies via De-Sparsified Orthogonal Matching Pursuit NIPS 2021
Cardinality-Regularized Hawkes-Granger Model NIPS 2021
A Differentiable Point Process with Its Application to Spiking Neural Networks ICML 2021
Row-clustering of a Point Process-valued Matrix NIPS 2021
Self-Adaptable Point Processes with Nonparametric Time Decays NIPS 2021
Transformer Hawkes Process ICML 2020
Self-Attentive Hawkes Process ICML 2020
Temporal Logic Point Processes ICML 2020
Self-Modulating Nonparametric Event-Tensor Factorization ICML 2020
Learning Dynamic and Personalized Comorbidity Networks from Event Data using Deep Diffusion Processes AISTATS 2020
Order-Dependent Event Models for Agent Interactions IJCAI 2020
A Variational Point Process Model for Social Event Sequences AAAI 2020
Point process models for sequence detection in high-dimensional neural spike trains NIPS 2020
A Model of Fake Data in Data-driven Analysis JMLR 2020
Semi-parametric Learning of Structured Temporal Point Processes JMLR 2020
Tweedie-Hawkes Processes: Interpreting the Phenomena of Outbreaks AAAI 2020
Variational Inference for Sparse Gaussian Process Modulated Hawkes Process AAAI 2020