Formal Languages And Neural Networks Seminar

Volodimir Mitarchuk: On the limit of gradient descent for simple RNNs with finite precision

Volodimir Mitarchuk: On the limit of gradient descent for simple RNNs with finite precision Formal Languages and Neural Networks Seminar 35 118 2 года назад

Jeffrey Heinz: A Benchmark for the Machine Learning of Regular Languages

Jeffrey Heinz: A Benchmark for the Machine Learning of Regular Languages Formal Languages and Neural Networks Seminar 60 200 2 года назад

Kyle Richardson: Understanding the Logic of Direct Preference Alignment through Logic

Kyle Richardson: Understanding the Logic of Direct Preference Alignment through Logic Formal Languages and Neural Networks Seminar 27 91 2 месяца назад

Will Merrill: The Expressive Power of Transformers with Chain of Though

Will Merrill: The Expressive Power of Transformers with Chain of Though Formal Languages and Neural Networks Seminar 119 395 11 месяцев назад

Jason Kim: A Distributed Neural Programming Language for the Reservoir Computer

Jason Kim: A Distributed Neural Programming Language for the Reservoir Computer Formal Languages and Neural Networks Seminar 205 683 2 года назад

Martin Grohe: The Descriptive Complexity of Graph Neural Networks

Martin Grohe: The Descriptive Complexity of Graph Neural Networks Formal Languages and Neural Networks Seminar 107 355 1 год назад

David Chiang: Overcoming a Theoretical Limitation of Self-Attention

David Chiang: Overcoming a Theoretical Limitation of Self-Attention Formal Languages and Neural Networks Seminar 302 1,005 2 года назад

William Merrill: Transformers are Uniform Constant Depth Threshold Circuits

William Merrill: Transformers are Uniform Constant Depth Threshold Circuits Formal Languages and Neural Networks Seminar 297 989 3 года назад

Gail Weiss: Thinking Like Transformers

Gail Weiss: Thinking Like Transformers Formal Languages and Neural Networks Seminar 6K 20,537 3 года назад

Eran Malach: Learning Parities with Neural Networks

Eran Malach: Learning Parities with Neural Networks Formal Languages and Neural Networks Seminar 100 334 2 года назад

Brian DuSell: Non-Deterministic Stacks in Neural Networks

Brian DuSell: Non-Deterministic Stacks in Neural Networks Formal Languages and Neural Networks Seminar 128 426 2 года назад

Neural Network In 5 Minutes | What Is A Neural Network? | How Neural Networks Work | Simplilearn

Neural Network In 5 Minutes | What Is A Neural Network? | How Neural Networks Work | Simplilearn Simplilearn 479K 1,597,067 5 лет назад

Michaël Rizvi: Simulating Weighted Automata over Sequences and Trees with Transformers

Michaël Rizvi: Simulating Weighted Automata over Sequences and Trees with Transformers Formal Languages and Neural Networks Seminar 47 155 1 год назад

Ryan Cotterell: Optimally encoding PFSAs as RNNs

Ryan Cotterell: Optimally encoding PFSAs as RNNs Formal Languages and Neural Networks Seminar 63 209 1 год назад

Naomi Saphra: Linear Connectivity Reveals Generalization Strategies

Naomi Saphra: Linear Connectivity Reveals Generalization Strategies Formal Languages and Neural Networks Seminar 146 488 2 года назад

Dylan Zhang: Transformer-Based Models Are Not Yet Perfect At Learning 2 Emulate Structural Recursion

Dylan Zhang: Transformer-Based Models Are Not Yet Perfect At Learning 2 Emulate Structural Recursion Formal Languages and Neural Networks Seminar 90 300 1 год назад

Jenny Kunz: Where Does Linguistic Information Emerge in Neural Language Models?

Jenny Kunz: Where Does Linguistic Information Emerge in Neural Language Models? Formal Languages and Neural Networks Seminar 38 128 1 год назад

But what is a neural network? | Deep learning chapter 1

But what is a neural network? | Deep learning chapter 1 3Blue1Brown 6M 19,698,807 7 лет назад

Will Merrill: The Illusion of State in State-Space Models

Will Merrill: The Illusion of State in State-Space Models Formal Languages and Neural Networks Seminar 620 2,068 1 год назад

Sean Papay: Constraining Linear-Chain CRFs to Regular Languages

Sean Papay: Constraining Linear-Chain CRFs to Regular Languages Formal Languages and Neural Networks Seminar 26 86 3 года назад

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Formal Languages And Neural Networks Seminar. Смотреть видео: Volodimir Mitarchuk On The Limit Of Gradient Descent For Simple RNNs With Finite Precision, Jeffrey Heinz A Benchmark For The Machine Learning Of Regular Languages, Kyle Richardson Understanding The Logic Of Direct Preference Alignment Through Logic, Will Merrill The Expressive Power Of Transformers With Chain Of Though.