1 code implementation • 12 Jan 2022 • Preston Putzel, Scott Lee
This has motivated the development of various approaches to fair classification with machine learning models in recent years.
no code implementations • ICLR 2021 • Alvin Wan, Lisa Dunlap, Daniel Ho, Jihan Yin, Scott Lee, Suzanne Petryk, Sarah Adel Bargal, Joseph E. Gonzalez
Machine learning applications such as finance and medicine demand accurate and justifiable predictions, barring most deep learning methods from use.
2 code implementations • 1 Apr 2020 • Alvin Wan, Lisa Dunlap, Daniel Ho, Jihan Yin, Scott Lee, Henry Jin, Suzanne Petryk, Sarah Adel Bargal, Joseph E. Gonzalez
Machine learning applications such as finance and medicine demand accurate and justifiable predictions, barring most deep learning methods from use.
no code implementations • 15 Jul 2019 • Amy K. Hoover, Julian Togelius, Scott Lee, Fernando De Mesentier Silva
Games have benchmarked AI methods since the inception of the field, with classic board games such as Chess and Go recently leaving room for video games with related yet different sets of challenges.
no code implementations • 2 Jul 2019 • Fernando de Mesentier Silva, Rodrigo Canaan, Scott Lee, Matthew C. Fontaine, Julian Togelius, Amy K. Hoover
Balancing an ever growing strategic game of high complexity, such as Hearthstone is a complex task.
1 code implementation • 24 Apr 2019 • Matthew C. Fontaine, Scott Lee, L. B. Soros, Fernando De Mesentier Silva, Julian Togelius, Amy K. Hoover
Quality diversity (QD) algorithms such as MAP-Elites have emerged as a powerful alternative to traditional single-objective optimization methods.
no code implementations • 12 Jun 2018 • Ahmed Khalifa, Scott Lee, Andy Nealen, Julian Togelius
We describe a search-based approach to generating new levels for bullet hell games, which are action games characterized by and requiring avoidance of a very large amount of projectiles.
1 code implementation • 1 Jun 2018 • Scott Lee
A variety of methods existing for generating synthetic electronic health records (EHRs), but they are not capable of generating unstructured text, like emergency department (ED) chief complaints, history of present illness or progress notes.