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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: 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
IEEE Seasonal School: Deep / Reinforcement Learning
03:16:35
IEEE Seasonal School: Deep / Reinforcement Learning
4 views
Chip Design,
Machine Learning,
Workshops and Tutorials
deep learning,
electronic design automation,
machine learning,
reinforcement learning
TILOS Seminar: How to use Machine Learning for Combinatorial Optimization
01:03:47
TILOS Seminar: How to use Machine Learning for Combinatorial Optimization
5 views
Foundations,
Machine Learning,
TILOS Seminar Series
combinatorial optimization,
deep learning,
machine learning,
reinforcement learning
TILOS Seminar: Learning in the Presence of Distribution Shifts: How does the Geometry of Perturbations Play a Role?
01:06:24
TILOS Seminar: Learning in the Presence of Distribution Shifts: How does the Geometry of Perturbations Play a Role?
3 views
Foundations,
Machine Learning,
TILOS Seminar Series
deep learning,
machine learning,
perturbation geometry,
robustness
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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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