IFML Seminar
IFML Seminar: 09/19/25 - Speech Generation and Sound Understanding in the Era of Large Language Models
Abstract: LLMs have not only revolutionized text-based natural language processing, but their multimodal extensions have proven to be extremely powerful models for vision, speech, and natural sounds. By tokenizing input from disparate modalities and...
Upcoming Events
Past Events
- October1512 - 1 pm
Foundational Research Seminar
Event DetailsWe consider the problem of quantifying uncertainty for the estimation error of the leading eigenvector from Oja's algorithm for streaming...
- October112 - 3 pm
Ethics/Fairness in AI Seminar
Event DetailsTraditional group fairness definitions are typically defined with respect to a specified classification of people into protected groups, despite many...
- October83 - 4 pm
ML+ X Seminar
Event DetailsAbstract: Understanding how two datasets differ can help us determine whether one dataset under-represents certain sub-populations, and provides insights…
- October112 - 1 pm
Foundational Research Seminar
Event DetailsAbstract: Recent theoretical works on over-parameterized neural nets have focused on two aspects: optimization and generalization. Many existing works that…
- September33 - 4 pm
ML+ X Seminar
Event DetailsAbstract Reinforcement learning (RL) has gained popularity in the research community as a model-free and adaptive control paradigm for the...
- August302 - 3 pm
Foundational Research Seminar
Event DetailsThe talk will cover two complexity-theoretic results from optimization. We will review work on an accelerated algorithm (à la Nesterov)...
