5 citations · 5 across the 1 of their papers we have counts for
3 papers
Multi-Stage Transfer Learning with an Application to Selection Process
Andre Mendes, Julian Togelius, Leandro dos Santos Coelho
In multi-stage processes, decisions happen in an ordered sequence of stages. Many of them have the structure of dual funnel problem: as the sample size decreases from one stage to…
Unified Multi-Domain Learning and Data Imputation using Adversarial Autoencoder
Andre Mendes, Julian Togelius, Leandro dos Santos Coelho
We present a novel framework that can combine multi-domain learning (MDL), data imputation (DI) and multi-task learning (MTL) to improve performance for classification and regressi…
Adversarial Encoder-Multi-Task-Decoder for Multi-Stage Processes
Andre Mendes, Julian Togelius, Leandro dos Santos Coelho
In multi-stage processes, decisions occur in an ordered sequence of stages. Early stages usually have more observations with general information (easier/cheaper to collect), while…