output
20022025
most citedLearning Convolutional Neural Networks for Graphs

808 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 2020 · cs.LGShow all

2 papers · 2 filters

cs.LG2020★ 13 cited

Measuring the Discrepancy between Conditional Distributions: Methods, Properties and Applications

Shujian Yu, Ammar Shaker, Francesco Alesiani +1

We propose a simple yet powerful test statistic to quantify the discrepancy between two conditional distributions. The new statistic avoids the explicit estimation of the underlyin…

cs.LG2020

HAMLET -- A Learning Curve-Enabled Multi-Armed Bandit for Algorithm Selection

Mischa Schmidt, Julia Gastinger, Sébastien Nicolas +1

Automated algorithm selection and hyperparameter tuning facilitates the application of machine learning. Traditional multi-armed bandit strategies look to the history of observed r…