Stories by headalgorithm

Deep, Skinny Neural Networks Are Not Universal Approximators

Interpretability Beyond Feature Attribution

Computing Machinery and Intelligence (1950) [pdf]

The mostly complete chart of Neural Networks, explained (2017)

Research Debt (2017)

Exploring LSTMs (2017)

A Guide to Transfer Learning with Real-World Applications in Deep Learning

Rate–distortion theory and human perception (2016)

Machine Learning: The High-Interest Credit Card of Technical Debt (2014) [pdf]

The Multi-Armed Bandit Problem and Its Solutions (2018)

Maximum Entropy Policies in Reinforcement Learning and Everyday Life

BERT Explained: State of the Art Language Model for NLP

Neural Turing Machines (2014)

Generating Natural Adversarial Examples (2018)

The Hutter Prize

Transformer-XL: Unleashing the Potential of Attention Models

Meta-Learning: Learning to Learn Fast

Mapping the Landscape of Human Level Artificial General Intelligence (2012) [pdf]

Using machine learning to address AI risk (2017)

There’s No Fire Alarm for Artificial General Intelligence (2017)

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