Spectral risk objectives - also called L-risks - allow for learning syst...
Recent legislation has led to interest in machine unlearning, i.e., remo...
What is learning? 20^st century formalizations of learning theory –
whic...
Positron emission tomography (PET) imaging is an imaging modality for
di...
A fundamental problem in statistical data analysis is testing whether tw...
We introduce hyppo, a unified library for performing multivariate hypoth...
The design of neural network architectures is frequently either based on...
There has recently been a concerted effort to derive mechanisms in visio...
We revisit the Blind Deconvolution problem with a focus on understanding...
Recent results in coupled or temporal graphical models offer schemes for...