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44 videos found
TILOS Seminar: Machine learning for discrete optimization: Theoretical foundations
00:55:30
TILOS Seminar: Machine learning for discrete optimization: Theoretical foundations
67views
Foundations,
Machine Learning,
TILOS Seminar Series
Self-play Algorithms for Math Theorem Proving
00:53:25
Self-play Algorithms for Math Theorem Proving
61views
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
73views
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
80views
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
77views
Machine Learning,
TILOS Seminar Series
TILOS Seminar: Engineering Interpretable and Faithful AI Systems
01:00:13
TILOS Seminar: Engineering Interpretable and Faithful AI Systems
72views
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
75views
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
87views
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
79views
Foundations,
Machine Learning,
Optimization for ML & AI Seminar Series
TILOS Seminar: Neuromorphic LLMs
00:50:53
TILOS Seminar: Neuromorphic LLMs
94views
Foundations,
Machine Learning,
TILOS 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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