Calendar of Events
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1 event,
Lenka Zdeborova (Seminar Speaker)
Lenka Zdeborova (Seminar Speaker)
Title: Phase transition in learning with neural networks Abstract: Statistical physics has studied exactly solvable models of neural networks for more than four decades. In this talk, we will put this line of work in perspective of recent questions stemming from deep learning. We will describe several types of phase transition that appear in the…
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Continual Learning Working Group
Continual Learning Working Group
Weekly Meeting Group Discussion: Lifelong and Human-like Learning in Foundation Models Speaker: Mengye Ren (New York University) Assistant Professor Department of Computer Science Courant Institute of Mathematical Sciences Center for Data Science (joint) New York University Abstract: Real-world agents, including humans, learn from online, lifelong experiences. However, today’s foundation models primarily acquire knowledge through offline, iid…
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1 event,
Multi-resource-cost Optimization for Neural Networks Models Working Group (NNMS)
Multi-resource-cost Optimization for Neural Networks Models Working Group (NNMS)
Title: Scope of the working group, example project, and literature Short Description: From Nikolaus Kriegeskorte's (Professor of Psychology and of Neuroscience (in the Mortimer B. Zuckerman Mind Brain Behavior Institute) lab, Eivinas Butkus (grad student) will show an example of a modeling project optimizing energetic demands along with accuracy in a vision task, and Josh…