IFML Seminar
IFML Seminar: 04/03/26 - Learning Mixture Models via Efficient High-dimensional Sparse Fourier Transforms
Abstract: In this work, we give a polynomial time and sample complexity algorithm for efficiently learning the parameters of a mixture of k spherical distributions in d dimensions. Our method succeeds whenever the component...
Upcoming Events
- April32 - 3 pm
IFML Seminar
Event DetailsAbstract: In this work, we give a polynomial time and sample complexity algorithm for efficiently learning the parameters of a...
- April1712:15 - 1:15pm
IFML Seminar
Event DetailsAbstract: Lengthy data acquisition remains a major bottleneck in magnetic resonance imaging (MRI), often necessitating tradeoffs in resolution and signal-to-…
Past Events
- March2912:15 - 1 pm
IFML Seminar
Event DetailsAbstract: In this talk, we will delve into the dynamic and evolving landscape of generative AI, concentrating on three areas...
- 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…
