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5 videos found
Title slide for a presentation by Dr. Surbhi Goel titled "Synthetic Tasks as Testbeds for Attributing Model Behavior"
01:01:02
TILOS Seminar: Synthetic Tasks as Testbeds for Attributing Model Behavior
15views
Foundations,
TILOS Seminar Series
deep learning,
learning theory,
machine learning,
neural networks,
synthetic tasks
Title slide for a presentation by Robert Nowak titled "What Kinds of Functions do Neural Networks Learn? Theory and Practical Applications"
01:04:58
TILOS Seminar: What Kinds of Functions do Neural Networks Learn? Theory and Practical Applications
20views
Foundations,
Machine Learning,
TILOS Seminar Series
machine learning,
multi-task learning,
neural networks,
single-task learning
Title slide for a presentation by Xiang Cheng titled "Transformers learn in-context by (functional) gradient descent"
55:35
TILOS Seminar: Transformers Learn In-context by (Functional) Gradient Descent
23views
Foundations,
Machine Learning,
TILOS Seminar Series
in-context learning,
machine learning architectures,
neural networks,
transformers
Title slide for a presentation by Max Welling titled "The Synergy between Machine Learning and the Natural Sciences"
01:09:13
TILOS-HDSI Distinguished Colloquium: The Synergy between Machine Learning and the Natural Sciences
17views
Machine Learning,
TILOS Seminar Series
machine learning,
natural science,
neural networks,
neuroscience
Title slide for a presentation titled "Rare Gems: Finding Lottery Tickets at Initialization"
01:01:13
TILOS Seminar: Rare Gems: Finding Lottery Tickets at Initialization
16views
Foundations,
Machine Learning,
TILOS Seminar Series
deep learning,
lottery ticket hypothesis,
machine learning,
neural networks
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This project is supported by the U.S. National Science Foundation under CCF-2112665. Any opinions, findings, conclusions, or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the U.S. National Science Foundation.

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