IFML Seminar
IFML Seminar: 03/13/26 - Foundations of Reliable Learning with Imperfect Data
Abstract: A central challenge in machine learning is reliability: ensuring that an algorithm’s predictions remain accurate and stable even when the data is noisy, adversarial, or misspecified. This talk presents recent progress on learning...
Upcoming Events
- March1312:15 - 1:15pm
IFML Seminar
Event DetailsAbstract: A central challenge in machine learning is reliability: ensuring that an algorithm’s predictions remain accurate and stable even when...
Past Events
- March292 - 5 pm
IFML + DMS Joint Event
Event DetailsSCHEDULE OF EVENTS 2:00 - Talk with James Zou (GDC 6.302) Title: Biomedicine in the Age of Generative AI Abstract...
- March812:15 - 1 pm
IFML Seminar
Event DetailsAbstract: Lion (Evolved Sign Momentum) is an optimizer discovered through program search ( https://arxiv.org/abs/2302. 06675). It was shown to perform...
- March112:15 - 1 pm
IFML Seminar
Event DetailsAbstract: Diffusion models have emerged as a powerful new approach to generative modeling. In this talk, we present the first...
- February2312:15 - 1 pm
IFML Seminar
Event DetailsAbstract: The problem of parallel stochastic convex optimization (SCO) was first formalized by Nemirovski in ’94. In this problem, there...
- February1612:15 - 1 pm
IFML Seminar
Event DetailsAbstract: Foundational large language models, while successful at shorter contexts, struggle to scale to longer context inputs. Preventing performance decay…
- February212:15 - 1 pm
IFML Seminar
Event DetailsAbstract: The Gromov-Wasserstein (GW) distance quantifies dissimilarity between metric measure (mm) spaces and provides a natural correspondence between them…
