Search Results for author: Noa Malem-Shinitski

Found 2 papers, 1 papers with code

Nonlinear Hawkes Process with Gaussian Process Self Effects

no code implementations20 May 2021 Noa Malem-Shinitski, Cesar Ojeda, Manfred Opper

We continue the line of work of Bayesian inference for Hawkes processes, and our approach dispenses with the necessity of estimating a branching structure for the posterior, as we perform inference on an aggregated sum of Gaussian Processes.

Bayesian Inference Data Augmentation +3

A Mathematical Model of Local and Global Attention in Natural Scene Viewing

1 code implementation9 Apr 2020 Noa Malem-Shinitski, Manfred Opper, Sebastian Reich, Lisa Schwetlick, Stefan A. Seelig, Ralf Engbert

Thus, the main contribution of our modeling approach is two--fold; first, we propose a new model for saccade generation in scene viewing.

Neurons and Cognition

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