Adaptive Topology
Self-organizing maps in resource-constrained environments.
NSF FundedCURRENT_RESEARCH
Algo. Accountability
Frameworks for auditing bias in large language models.
In ProgressHITL Systems
Improving trust calibration between operators and agents.
MIT CollabSELECTED_WORKS
The Paradox of Automation: Cognitive Load in Semi-Autonomous Driving
Vance, E., & Chen, S.
2024 / J.AI.R
PDF ->
Gradient Descent Strategies in Non-Convex Optimization
Rodriguez, M., Vance, E., & Smith, J.
2023 / NEURIPS
PDF ->
Perceptual Binding in Synthetic Vision Systems
Vance, E.
2022 / COG.SCI
PDF ->
TEACHING
Fall '24
CS 401: Intro to Machine Learning
Supervised and unsupervised learning techniques.
Spring '24
CS 305: Ethics in Computing
Social impact and philosophical frameworks.
Archived Materials →