3 papers
cs.LG2024
Exploring Neural Network Landscapes: Star-Shaped and Geodesic Connectivity
Zhanran Lin, Puheng Li, Lei Wu
One of the most intriguing findings in the structure of neural network landscape is the phenomenon of mode connectivity: For two typical global minima, there exists a path connecti…
stat.ME2023
Fast Rerandomization via the BRAIN
Jiuyao Lu, Daogao Liu, Zhanran Lin +1
Randomized experiments are a crucial tool for causal inference in many different fields. Rerandomization addresses any covariate imbalance in such experiments by resampling treatme…
stat.ME2023
Joint Coverage Regions: Simultaneous Confidence and Prediction Sets
Edgar Dobriban, Zhanran Lin
We introduce Joint Coverage Regions (JCRs), which unify confidence intervals and prediction regions in frequentist statistics. Specifically, joint coverage regions aim to cover a p…