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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
287views
Foundations,
TILOS Seminar Series
deep learning,
learning theory,
machine learning,
neural networks,
synthetic tasks
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
351views
Foundations,
Machine Learning,
TILOS Seminar Series
deep learning,
lottery ticket hypothesis,
machine learning,
neural networks
Title slide for a presentation titled "AI/ML for IC Design and EDA"
03:16:35
IEEE Seasonal School: Deep / Reinforcement Learning
248views
Chip Design,
Machine Learning,
Workshops and Tutorials
deep learning,
electronic design automation,
machine learning,
reinforcement learning
Title slide for a presentation by Sherief Reda titled "How to use Machine Learning for Combinatorial Optimization"
01:03:47
TILOS Seminar: How to use Machine Learning for Combinatorial Optimization
291views
Foundations,
Machine Learning,
TILOS Seminar Series
combinatorial optimization,
deep learning,
machine learning,
reinforcement learning
Title slide for a presentation by Dr. Hamed Hassani titled "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?
324views
Foundations,
Machine Learning,
TILOS Seminar Series
deep learning,
machine learning,
perturbation geometry,
robustness
NSF UC San Diego Halıcıoğlu School of Data Science and Computing Brown University MIT National University Penn Texas Yale

This project is supported by the U.S. National Science Foundation under awards 2112665 and 2622219. 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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