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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Diffusion On Syntax Trees For Program Synthesis
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Diffusion On Syntax Trees For Program Synthesis

#machinelearning #ai #beginners #datascience
2
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4 min read
Formalizing and Benchmarking Prompt Injection Attacks and Defenses
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Formalizing and Benchmarking Prompt Injection Attacks and Defenses

#machinelearning #ai #beginners #datascience
2
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4 min read
Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings
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Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings

#machinelearning #ai #beginners #datascience
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3 min read
Context Injection Attacks on Large Language Models
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Context Injection Attacks on Large Language Models

#machinelearning #ai #beginners #datascience
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4 min read
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models
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Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models

#machinelearning #ai #beginners #datascience
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4 min read
Text clustering with LLM embeddings
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Text clustering with LLM embeddings

#machinelearning #ai #beginners #datascience
24
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4 min read
Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks
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Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks

#machinelearning #ai #beginners #datascience
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5 min read
Training-Free Long-Context Scaling of Large Language Models
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Training-Free Long-Context Scaling of Large Language Models

#machinelearning #ai #beginners #datascience
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4 min read
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
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SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

#machinelearning #ai #beginners #datascience
1
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4 min read
Sparse maximal update parameterization: A holistic approach to sparse training dynamics
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Sparse maximal update parameterization: A holistic approach to sparse training dynamics

#machinelearning #ai #beginners #datascience
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5 min read
Grokfast: Accelerated Grokking by Amplifying Slow Gradients
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Grokfast: Accelerated Grokking by Amplifying Slow Gradients

#machinelearning #ai #beginners #datascience
1
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4 min read
Easy Problems That LLMs Get Wrong
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Easy Problems That LLMs Get Wrong

#machinelearning #ai #beginners #datascience
6
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4 min read
LLMs achieve adult human performance on higher-order theory of mind tasks
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LLMs achieve adult human performance on higher-order theory of mind tasks

#machinelearning #ai #beginners #datascience
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4 min read
There and Back Again: The AI Alignment Paradox
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There and Back Again: The AI Alignment Paradox

#machinelearning #ai #beginners #datascience
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4 min read
BadLlama: cheaply removing safety fine-tuning from Llama 2-Chat 13B
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BadLlama: cheaply removing safety fine-tuning from Llama 2-Chat 13B

#machinelearning #ai #beginners #datascience
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4 min read
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