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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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On the Brittle Foundations of ReAct Prompting for Agentic Large Language Models
aimodels-fyi profile

On the Brittle Foundations of ReAct Prompting for Agentic Large Language Models

#machinelearning #ai #beginners #datascience
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4 min read
Machine Learning: Day 2
christiandarvs profile

Machine Learning: Day 2

#machinelearning #programming
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2 min read
Faithful Logical Reasoning via Symbolic Chain-of-Thought
aimodels-fyi profile

Faithful Logical Reasoning via Symbolic Chain-of-Thought

#machinelearning #ai #beginners #datascience
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3 min read
Formalizing and Benchmarking Prompt Injection Attacks and Defenses
aimodels-fyi profile

Formalizing and Benchmarking Prompt Injection Attacks and Defenses

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

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
Diffusion On Syntax Trees For Program Synthesis
aimodels-fyi profile

Diffusion On Syntax Trees For Program Synthesis

#machinelearning #ai #beginners #datascience
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4 min read
Context Injection Attacks on Large Language Models
aimodels-fyi profile

Context Injection Attacks on Large Language Models

#machinelearning #ai #beginners #datascience
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4 min read
Training-Free Long-Context Scaling of Large Language Models
aimodels-fyi profile

Training-Free Long-Context Scaling of Large Language Models

#machinelearning #ai #beginners #datascience
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4 min read
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
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LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning

#machinelearning #ai #beginners #datascience
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4 min read
Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration
aimodels-fyi profile

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

#machinelearning #ai #beginners #datascience
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5 min read
There and Back Again: The AI Alignment Paradox
aimodels-fyi profile

There and Back Again: The AI Alignment Paradox

#machinelearning #ai #beginners #datascience
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4 min read
Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks
aimodels-fyi profile

Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks

#machinelearning #ai #beginners #datascience
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5 min read
ToonCrafter: Generative Cartoon Interpolation
aimodels-fyi profile

ToonCrafter: Generative Cartoon Interpolation

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

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

#machinelearning #ai #beginners #datascience
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4 min read
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