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Data Science

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

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The Quantification of Perception

The Quantification of Perception

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2 min read
Ridge Regression, Regression: Supervised Machine Learning

Ridge Regression, Regression: Supervised Machine Learning

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6 min read
Linear Regression, Regression: Supervised Machine Learning

Linear Regression, Regression: Supervised Machine Learning

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16 min read
Databases Deconstructed: The Value of Data Lakehouses and Table Formats

Databases Deconstructed: The Value of Data Lakehouses and Table Formats

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8 min read
Delving into ChatGPT usage in academic writing through excess vocabulary

Delving into ChatGPT usage in academic writing through excess vocabulary

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3 min read
Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models

Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models

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5 min read
Vulnerability Detection with Code Language Models: How Far Are We?

Vulnerability Detection with Code Language Models: How Far Are We?

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5 min read
SmartChoices: Augmenting Software with Learned Implementations

SmartChoices: Augmenting Software with Learned Implementations

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4 min read
Machine Psychology: Investigating Emergent Capabilities and Behavior in Large Language Models Using Psychological Methods

Machine Psychology: Investigating Emergent Capabilities and Behavior in Large Language Models Using Psychological Methods

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4 min read
A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task

A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task

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4 min read
Reasoning in Large Language Models: A Geometric Perspective

Reasoning in Large Language Models: A Geometric Perspective

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5 min read
Which algorithm to select in sports timetabling?

Which algorithm to select in sports timetabling?

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4 min read
Abide by the Law and Follow the Flow: Conservation Laws for Gradient Flows

Abide by the Law and Follow the Flow: Conservation Laws for Gradient Flows

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5 min read
A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models

A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models

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4 min read
LoRA+: Efficient Low Rank Adaptation of Large Models

LoRA+: Efficient Low Rank Adaptation of Large Models

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3 min read
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