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Data Science

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

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Jun 4 '24

Faithful Logical Reasoning via Symbolic Chain-of-Thought

#machinelearning #ai #beginners #datascience

3 min read

Jun 4 '24

Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings

#machinelearning #ai #beginners #datascience

3 min read

Jun 4 '24

Diffusion On Syntax Trees For Program Synthesis

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

Formalizing and Benchmarking Prompt Injection Attacks and Defenses

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

Context Injection Attacks on Large Language Models

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

Easy Problems That LLMs Get Wrong

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

Text clustering with LLM embeddings

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks

#machinelearning #ai #beginners #datascience

5 min read

Jun 4 '24

Training-Free Long-Context Scaling of Large Language Models

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

Sparse maximal update parameterization: A holistic approach to sparse training dynamics

#machinelearning #ai #beginners #datascience

5 min read

Jun 4 '24

Grokfast: Accelerated Grokking by Amplifying Slow Gradients

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

LLMs achieve adult human performance on higher-order theory of mind tasks

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

There and Back Again: The AI Alignment Paradox

#machinelearning #ai #beginners #datascience

4 min read

Jun 4 '24

BadLlama: cheaply removing safety fine-tuning from Llama 2-Chat 13B

#machinelearning #ai #beginners #datascience

4 min read

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