IFML Seminar
IFML Seminar: 10/25/24 - Representation-based Reinforcement Learning
Abstract: Reinforcement learning often faces a trade-off between model flexibility and computational tractability. Flexible models can capture complex dynamics and policy but often introduce nonlinearity, making planning and exploration challenging. In this talk, we...
Upcoming Events
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October412:15 - 1 pm
IFML Seminar
Abstract: Sequential decision-making (SDM) is crucial for adapting machine learning to dynamic real-world scenarios such as fluctuating markets or…
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October2512:15 - 1 pm
IFML Seminar
Abstract: Reinforcement learning often faces a trade-off between model flexibility and computational tractability. Flexible models can capture complex…
Past Events
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May312:15 - 1 pm
IFML Seminar
Abstract: In this talk, I will recount the developmental trajectory of video generation models at Picsart AI Research over the...
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April2612:15 - 1 pm
IFML Seminar
Abstract: AI has become all-encompassing in our society, it touches every technological aspect of our life, yet there is still...
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April251 - 2 pm
Abstract: Fast and robust recovery of images from a deluge of incomplete and noisy data is now within reach for...
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April18throughApril19
Join us for a two-day workshop celebrating the launch of the new CENTER FOR GENERATIVE AI and featuring research experts...
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April1212:15 - 1 pm
IFML Seminar
Abstract: The first step to understand non-linear models in machine learning is the study of generalized linear models that include...
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April512:15 - 1 pm
IFML Seminar
Abstract: Despite efforts to align large language models (LLMs) with human intentions, popular LLMs such as GPT, Llama, Claude, and...