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80 videos found
TILOS Seminar: A Modular AgenticAI Architecture for Commercially Scalable and Compliant Robotics
00:51:51
TILOS Seminar: A Modular AgenticAI Architecture for Commercially Scalable and Compliant Robotics
144views
AI Software,
Robotics,
TILOS Seminar Series
TILOS Seminar: Machine learning for discrete optimization: Theoretical foundations
00:55:30
TILOS Seminar: Machine learning for discrete optimization: Theoretical foundations
182views
Foundations,
Machine Learning,
TILOS Seminar Series
Self-play Algorithms for Math Theorem Proving
00:53:25
Self-play Algorithms for Math Theorem Proving
150views
Machine Learning,
Optimization for ML & AI Seminar Series
TILOS Seminar: ComPO: Preference Alignment via Comparison Oracles
00:36:49
TILOS Seminar: ComPO: Preference Alignment via Comparison Oracles
180views
Machine Learning,
TILOS Seminar Series
A non-equilibrium phase transition with broken ergodicity causes double descent & benign overfitting
00:58:30
A non-equilibrium phase transition with broken ergodicity causes double descent & benign overfitting
172views
Machine Learning,
Optimization for ML & AI Seminar Series
TILOS Seminar: Inference-Time Algorithms: A Theoretical Lens on Tractability and Error Propagation
00:57:12
TILOS Seminar: Inference-Time Algorithms: A Theoretical Lens on Tractability and Error Propagation
164views
Machine Learning,
TILOS Seminar Series
A survey of the mixing times of the Proximal Sampler algorithm
00:56:52
A survey of the mixing times of the Proximal Sampler algorithm
157views
Foundations,
Optimization for ML & AI Seminar Series
TILOS Seminar: Engineering Interpretable and Faithful AI Systems
01:00:13
TILOS Seminar: Engineering Interpretable and Faithful AI Systems
184views
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
191views
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
194views
Foundations,
Machine Learning,
Optimization for ML & AI Seminar Series
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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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