3 citations · 3 across the 1 of their papers we have counts for
3 papers
cs.LG2022★ 3 cited
ACE: Adaptive Constraint-aware Early Stopping in Hyperparameter Optimization
Yi-Wei Chen, Chi Wang, Amin Saied +1
Deploying machine learning models requires high model quality and needs to comply with application constraints. That motivates hyperparameter optimization (HPO) to tune model confi…
stat.ML2017
Maximum Regularized Likelihood Estimators: A General Prediction Theory and Applications
Rui Zhuang, Johannes Lederer
Maximum regularized likelihood estimators (MRLEs) are arguably the most established class of estimators in high-dimensional statistics. In this paper, we derive guarantees for MRLE…
math.ST2016
Graphical Models for Discrete and Continuous Data
Rui Zhuang, Noah Simon, Johannes Lederer
We introduce a general framework for undirected graphical models. It generalizes Gaussian graphical models to a wide range of continuous, discrete, and combinations of different ty…