Simons Institute

Understanding and Steering Generative AI Systems 01:03:30
Understanding and Steering Generative AI Systems Simons Institute 1,440 3 месяца назад
Chasing the Long Tail: What Neural Networks Memorize and Why 51:41
Chasing the Long Tail: What Neural Networks Memorize and Why Simons Institute 2,123 2 года назад
How Do Transformers Work? 01:15:41
How Do Transformers Work? Simons Institute 4,686 3 месяца назад
What Do the Theory of Computing and the Movies Have in Common? 01:26:06
What Do the Theory of Computing and the Movies Have in Common? Simons Institute 3,249 1 год назад
Private Retrieval-Augmented Generation 57:00
Private Retrieval-Augmented Generation Simons Institute 788 1 месяц назад
Probabilistic and Cominatorial Methods I 01:04:04
Probabilistic and Cominatorial Methods I Simons Institute 716 10 месяцев назад
Promise Algebra: a Functional Approach to Non-Deterministic Computations 26:18
Promise Algebra: a Functional Approach to Non-Deterministic Computations Simons Institute 443 4 месяца назад
Learning to Reason with LLMs 52:03
Learning to Reason with LLMs Simons Institute 9,446 2 месяца назад
Re-thinking Transformers: Searching for Efficient Linear Layers over a Continuous Space of... 41:35
Re-thinking Transformers: Searching for Efficient Linear Layers over a Continuous Space of... Simons Institute 7,149 2 месяца назад
Why Deep Learning Works: Implicit Self-Regularization in Deep Neural Networks 38:13
Why Deep Learning Works: Implicit Self-Regularization in Deep Neural Networks Simons Institute 3,430 6 лет назад
An Observation on Generalization 57:21
An Observation on Generalization Simons Institute 164,405 1 год назад
Lessons from Texas, COVID-19, and the 737 Max: Efficiency vs. Resilience | Richard M. Karp... 01:33:41
Lessons from Texas, COVID-19, and the 737 Max: Efficiency vs. Resilience | Richard M. Karp... Simons Institute 984 4 месяца назад
What the Foundations of Quantum Computer Science Teach Us About Chemistry 47:30
What the Foundations of Quantum Computer Science Teach Us About Chemistry Simons Institute 1,361 3 года назад
Introduction to Transformers 01:10:24
Introduction to Transformers Simons Institute 2,142 3 месяца назад
Provably Efficient Machine Learning for Quantum Many-Body Problems 42:40
Provably Efficient Machine Learning for Quantum Many-Body Problems Simons Institute 2,030 3 года назад
Error Embraced: Making Trustworthy Scientific Decisions with Imperfect Predictions 01:01:51
Error Embraced: Making Trustworthy Scientific Decisions with Imperfect Predictions Simons Institute 691 5 месяцев назад
The emergence of clusters in self-attention dynamics 48:48
The emergence of clusters in self-attention dynamics Simons Institute 2,013 2 месяца назад
Label Noise: Ignorance is Bliss 42:26
Label Noise: Ignorance is Bliss Simons Institute 523 1 месяц назад
The Entropy Decrement Method and the Erdos Discrepancy Problem 57:37
The Entropy Decrement Method and the Erdos Discrepancy Problem Simons Institute 19,302 7 лет назад
Erdős and Shannon: A Story of Probability, Communication, and Combinatorics 56:30
Erdős and Shannon: A Story of Probability, Communication, and Combinatorics Simons Institute 5,765 1 год назад

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