237 citations · 478 across the 28 of their papers we have counts for
4 papers · 1 filter
Can you always reap what you sow? Network and functional data analysis of VC investments in health-tech companies
Christian Esposito, Marco Gortan, Lorenzo Testa +4
"Success" of firms in venture capital markets is hard to define, and its determinants are still poorly understood. We build a bipartite network of investors and firms in the health…
Doubly Robust Feature Selection with Mean and Variance Outlier Detection and Oracle Properties
Luca Insolia, Francesca Chiaromonte, Runze Li +1
We propose a general approach to handle data contaminations that might disrupt the performance of feature selection and estimation procedures for high-dimensional linear models. Sp…
Epsilon Consistent Mixup: Structural Regularization with an Adaptive Consistency-Interpolation Tradeoff
Vincent Pisztora, Yanglan Ou, Xiaolei Huang +2
In this paper we propose -Consistent Mixup (mu). mu is a data-based structural regularization technique that combines Mixup's linear interpolation with consistency regular…
Automated and Distributed Statistical Analysis of Economic Agent-Based Models
Andrea Vandin, Daniele Giachini, Francesco Lamperti +1
We propose a novel approach to the statistical analysis of stochastic simulation models and, especially, agent-based models (ABMs). Our main goal is to provide fully automated, mod…