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5 videos found
TILOS Seminar: Synthetic Tasks as Testbeds for Attributing Model Behavior
01:01:02
TILOS Seminar: Synthetic Tasks as Testbeds for Attributing Model Behavior
4 views
Foundations,
TILOS Seminar Series
deep learning,
learning theory,
machine learning,
neural networks,
synthetic tasks
TILOS Seminar: 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
8 views
Foundations,
Machine Learning,
TILOS Seminar Series
machine learning,
multi-task learning,
neural networks,
single-task learning
TILOS Seminar: Transformers Learn In-context by (Functional) Gradient Descent
55:35
TILOS Seminar: Transformers Learn In-context by (Functional) Gradient Descent
9 views
Foundations,
Machine Learning,
TILOS Seminar Series
in-context learning,
machine learning architectures,
neural networks,
transformers
TILOS-HDSI Distinguished Colloquium: 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
4 views
Machine Learning,
TILOS Seminar Series
machine learning,
natural science,
neural networks,
neuroscience
TILOS Seminar: Rare Gems: Finding Lottery Tickets at Initialization
01:01:13
TILOS Seminar: Rare Gems: Finding Lottery Tickets at Initialization
6 views
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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