output
20182026
most citedGenerative AI

1.3k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2026 · cs.LGShow all

3 papers · 2 filters

cs.LG2026★ 2 cited

Uncertainty Quantification in Pairwise Difference Learning for Classification

Mohamed Karim Belaid, Maximilian Rabus, Eyke Hüllermeier

Instead of learning a mapping from instances to outcomes in the standard way, the key idea of pairwise difference learning (PDL) is to learn a function that takes two instances as…

cs.LG2026

MORE-PLR: multi-output regression employed for partial label ranking

Santo M. A. R. Thies, Juan C. Alfaro, Viktor Bengs

The partial label ranking problem is a supervised learning scenario that aims to fit a preference model that predicts a bucket order defined over a set of labels for a given input…

cs.LG2026

bde: A Python Package for Bayesian Deep Ensembles via MILE

Vyron Arvanitis, Angelos Aslanidis, Emanuel Sommer +1

bde is a user-friendly Python package for Bayesian Deep Ensembles with a particular focus on tabular data. Built on an efficient JAX implementation of the sampling-based inference…