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Data Science

Data Science allows us to extract meaning from and interpret data.

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The rising costs of training frontier AI models

The rising costs of training frontier AI models

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5 min read
Human vs. Machine: Behavioral Differences Between Expert Humans and Language Models in Wargame Simulations

Human vs. Machine: Behavioral Differences Between Expert Humans and Language Models in Wargame Simulations

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4 min read
MoEUT: Mixture-of-Experts Universal Transformers

MoEUT: Mixture-of-Experts Universal Transformers

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3 min read
Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models

Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models

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4 min read
Simplifying Transformer Blocks

Simplifying Transformer Blocks

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4 min read
Arrows of Time for Large Language Models

Arrows of Time for Large Language Models

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5 min read
The Road Less Scheduled

The Road Less Scheduled

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4 min read
gzip Predicts Data-dependent Scaling Laws

gzip Predicts Data-dependent Scaling Laws

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5 min read
Evaluating AI-generated code for C++, Fortran, Go, Java, Julia, Matlab, Python, R, and Rust

Evaluating AI-generated code for C++, Fortran, Go, Java, Julia, Matlab, Python, R, and Rust

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4 min read
You Need to Pay Better Attention: Rethinking the Mathematics of Attention Mechanism

You Need to Pay Better Attention: Rethinking the Mathematics of Attention Mechanism

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4 min read
Look Once to Hear: Target Speech Hearing with Noisy Examples

Look Once to Hear: Target Speech Hearing with Noisy Examples

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5 min read
An Introduction to Vision-Language Modeling

An Introduction to Vision-Language Modeling

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4 min read
Contextual Position Encoding: Learning to Count What's Important

Contextual Position Encoding: Learning to Count What's Important

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4 min read
Relightable Gaussian Codec Avatars

Relightable Gaussian Codec Avatars

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4 min read
The Impacts of Data, Ordering, and Intrinsic Dimensionality on Recall in Hierarchical Navigable Small Worlds

The Impacts of Data, Ordering, and Intrinsic Dimensionality on Recall in Hierarchical Navigable Small Worlds

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4 min read
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