3 papers
stat.ML2023
Self-Distillation for Gaussian Process Regression and Classification
Kenneth Borup, Lars Nørvang Andersen
We propose two approaches to extend the notion of knowledge distillation to Gaussian Process Regression (GPR) and Gaussian Process Classification (GPC); data-centric and distributi…
math.PR2016
Efficient simulation for dependent rare events with applications to extremes
Lars Nørvang Andersen, Patrick J. Laub, Leonardo Rojas-Nandayapa
We consider the general problem of estimating probabilities which arise as a union of dependent events. We propose a flexible series of estimators for such probabilities, and descr…
q-bio.QM2010
An Algebraic Approach to Signaling Cascades with n Layers
Elisenda Feliu, Michael Knudsen, Lars N. Andersen +1
Posttranslational modification of proteins is key in transmission of signals in cells. Many signaling pathways contain several layers of modification cycles that mediate and change…