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39 videos found
TILOS Seminar: Engineering Interpretable and Faithful AI Systems
01:00:13
TILOS Seminar: Engineering Interpretable and Faithful AI Systems
6views
Machine Learning,
TILOS Seminar Series
TILOS Seminar: Autopilots Need Parachutes: Reliability Lessons from LLM-Automated Embedded AI Systems
00:55:06
TILOS Seminar: Autopilots Need Parachutes: Reliability Lessons from LLM-Automated Embedded AI Systems
5views
Machine Learning,
TILOS Seminar Series
Transformers Learn Generalizable Chain-of-Thought Reasoning via Gradient Descent
00:56:00
Transformers Learn Generalizable Chain-of-Thought Reasoning via Gradient Descent
10views
Foundations,
Machine Learning,
Optimization for ML & AI Seminar Series
(De)regularized Wasserstein Gradient Flows via Reproducing Kernels
01:00:42
(De)regularized Wasserstein Gradient Flows via Reproducing Kernels
7views
Foundations,
Machine Learning,
Optimization for ML & AI Seminar Series
TILOS Seminar: Neuromorphic LLMs
00:50:53
TILOS Seminar: Neuromorphic LLMs
12views
Foundations,
Machine Learning,
TILOS Seminar Series
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
9views
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
13views
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
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. 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
1234»
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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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