point process

High-dimensional neural spike train analysis with generalized count linear dynamical systems NeurIPS 2015 Time-Sensitive Recommendation From Recurrent User Activities NeurIPS 2015 Variational Inference for Gaussian Process Modulated Poisson Processes ICML 2015 Discovering Latent Network Structure in Point Process Data ICML 2014 Factorized Point Process Intensities: A Spatial Analysis of Professional Basketball ICML 2014 Modeling Correlated Arrival Events with Latent Semi-Markov Processes ICML 2014 Shaping Social Activity by Incentivizing Users NeurIPS 2014 Mixture of Mutually Exciting Processes for Viral Diffusion ICML 2013 Recovering Line-Networks in Images by Junction-Point Processes CVPR 2013 Modelling Reciprocating Relationships with Hawkes Processes NeurIPS 2012 Analytical Results for the Error in Filtering of Gaussian Processes NeurIPS 2011 Empirical models of spiking in neural populations NeurIPS 2011 Inferring spike-timing-dependent plasticity from spike train data NeurIPS 2011 Accounting for network effects in neuronal responses using L1 regularized point process models NeurIPS 2010 A novel family of non-parametric cumulative based divergences for point processes NeurIPS 2010 Rescaling, thinning or complementing? On goodness-of-fit procedures for point process models and Generalized Linear Models NeurIPS 2010 A neural network implementing optimal state estimation based on dynamic spike train decoding NeurIPS 2007 Measuring Neural Synchrony by Message Passing NeurIPS 2007 Neural characterization in partially observed populations of spiking neurons NeurIPS 2007