University Of Chicago

entities · 8 notes linked

Related: Machine Learning · Algorithmic Bias · Predictive Policing · Argonne National Laboratory · Sendhil Mullainathan · Fairness In ML · Label Bias · Computer Science Education

Notes

• Algorithm predicts crime a week in advance, but reveals bias in police response — ML model predicts urban crime 90% accurately while exposing police enforcement bias
• An Applied Mathematician Strengthens AI With Pure Math | Quanta Magazine — Applying topology and algebraic geometry to explain and improve neural networks
• Artists Can Fight Back Against AI by Killing Art Generators From the Inside — Nightshade tool poisons AI art model training data through imperceptible pixel manipulation
• CMSC 121 Autumn 2012 — University of Chicago introductory CS course archive page
• Homepage — University of Chicago Data Science Institute homepage and recent news feed
• John Santerre — ML researcher and SMU faculty member with applied proof-of-concept focus
• Sendhil Mullainathan, "Discrimination by Algorithm and People" | University of Chicago Law School — Algorithms can reduce discrimination but require explicit equity objectives and correct labels
• UChicago launches landmark initiative with IonQ to advance quantum research and collaboration — UChicago and IonQ partnership advancing quantum computing and networking