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Data Science

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

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Jun 4 '24

Executable Code Actions Elicit Better LLM Agents

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration

#machinelearning #ai #beginners #datascience

5 min read

Jun 4 '24

LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

Training-Free Long-Context Scaling of Large Language Models

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

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

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

Simplifying Transformer Blocks

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

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

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

Generate and Pray: Using SALLMS to Evaluate the Security of LLM Generated Code

#machinelearning #ai #beginners #datascience

5 min read

Jun 4 '24

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

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

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

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

NPGA: Neural Parametric Gaussian Avatars

#machinelearning #ai #beginners #datascience

3 min read

Jun 4 '24

The rising costs of training frontier AI models

#machinelearning #ai #beginners #datascience

5 min read

Jun 4 '24

gzip Predicts Data-dependent Scaling Laws

#machinelearning #ai #beginners #datascience

5 min read

Jun 4 '24

Look Once to Hear: Target Speech Hearing with Noisy Examples

#machinelearning #ai #beginners #datascience

5 min read

Jun 4 '24

MoEUT: Mixture-of-Experts Universal Transformers

#machinelearning #ai #beginners #datascience

3 min read

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