3 papers
cs.CY2025
SYMBIOSIS: Systems Thinking and Machine Intelligence for Better Outcomes in Society
Sameer Sethi, Donald Martin, Emmanuel Klu
This paper presents SYMBIOSIS, an AI-powered framework and platform designed to make Systems Thinking accessible for addressing societal challenges and unlock paths for leveraging…
cs.LG2023
SDGym: Low-Code Reinforcement Learning Environments using System Dynamics Models
Emmanuel Klu, Sameer Sethi, DJ Passey +1
Understanding the long-term impact of algorithmic interventions on society is vital to achieving responsible AI. Traditional evaluation strategies often fall short due to the compl…
cs.CL2023
TIDE: Textual Identity Detection for Evaluating and Augmenting Classification and Language Models
Emmanuel Klu, Sameer Sethi
Machine learning models can perpetuate unintended biases from unfair and imbalanced datasets. Evaluating and debiasing these datasets and models is especially hard in text datasets…