ESE & CIS Spring Seminar – “Towards Transparent Representation Learning”

Raisler Lounge (Room 225), Towne Building 220 South 33rd Street, Philadelphia

Machine learning models trained on vast amounts of data have achieved remarkable success across various applications. However, they also pose new challenges and risks for deployment in real-world high-stakes domains. […]

CIS Seminar: “Decision Making with Internet-Scale Knowledge”

Wu and Chen Auditorium (Room 101), Levine Hall 3330 Walnut Street, Philadelphia

Machine learning models pretrained on internet data have acquired broad knowledge about the world but struggle to solve complex tasks that require extended reasoning and planning. Sequential decision making, on […]