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74 videos found
Title slide for a presentation by Dr. Yi Wu titled "Incentivizing Emergent Behaviors for LLMs"
01:03:16
TILOS Seminar: Incentivizing Emergent Behaviors for LLMs via Reinforcement Learning
10views
Machine Learning,
TILOS Seminar Series
Stochastic-Gradient and Diagonal-Scaling Algorithms for Constrained Optimization and Learning
00:55:54
Stochastic-Gradient and Diagonal-Scaling Algorithms for Constrained Optimization and Learning
14views
Foundations,
Machine Learning,
Optimization for ML & AI Seminar Series
Training Neural Networks at Any Scale
01:00:09
Training Neural Networks at Any Scale
10views
Machine Learning,
Optimization for ML & AI Seminar Series
TILOS Seminar: 95 Percent: Bridging the Gap Between Prototype and Product
00:53:16
TILOS Seminar: 95 Percent: Bridging the Gap Between Prototype and Product
10views
Robotics,
TILOS Seminar Series
Title slide for a presentation by Dr. David Rosen titled "Certifiably Correct Machine Perception"
00:58:44
TILOS Seminar: Certifiably Correct Machine Perception
13views
Machine Learning,
Robotics,
TILOS Seminar Series
Title slide for a presentation by Dr. Adam Oberman titled "AI safety theory: the missing middle ground"
00:59:48
TILOS Seminar: AI Safety Theory: The Missing Middle Ground
11views
AI Ethics,
TILOS Seminar Series
Title slide for a presentation by Dr. Courtney Paquette titled "High-dimensional Optimization in Machine Learning with Applications to Compute-Optimal Neural Scaling Laws"
00:54:16
High-dimensional Optimization with Applications to Compute-Optimal Neural Scaling Laws
17views
Foundations,
Machine Learning,
Optimization for ML & AI Seminar Series,
TILOS Seminar Series
Title slide for a presentation by Dr. Adam Klivans titled "Efficient Algorithms for Learning with Distribution Shift"
00:59:03
TILOS Seminar: A New Paradigm for Learning with Distribution Shift
14views
Foundations,
Machine Learning,
TILOS Seminar Series
TILOS HOT-AI Workshop: Flat Minima and Generalization with Maryam Fazel (University of Washington)
00:47:19
TILOS HOT-AI Workshop: Flat Minima and Generalization with Maryam Fazel (University of Washington)
16views
Foundations,
Machine Learning,
Workshops and Tutorials
TILOS HOT-AI Workshop: Hunting the Hessian with Madeleine Udell (Stanford University)
00:46:17
TILOS HOT-AI Workshop: Hunting the Hessian with Madeleine Udell (Stanford University)
17views
Foundations,
Machine Learning,
Workshops and Tutorials
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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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