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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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Large Language Models Can Self-Improve At Web Agent Tasks
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Large Language Models Can Self-Improve At Web Agent Tasks

#machinelearning #ai #beginners #datascience
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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
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
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4 min read
Simplifying Transformer Blocks
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Simplifying Transformer Blocks

#machinelearning #ai #beginners #datascience
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4 min read
The rising costs of training frontier AI models
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The rising costs of training frontier AI models

#machinelearning #ai #beginners #datascience
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5 min read
Human vs. Machine: Behavioral Differences Between Expert Humans and Language Models in Wargame Simulations
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Human vs. Machine: Behavioral Differences Between Expert Humans and Language Models in Wargame Simulations

#machinelearning #ai #beginners #datascience
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4 min read
Evaluating AI-generated code for C++, Fortran, Go, Java, Julia, Matlab, Python, R, and Rust
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Evaluating AI-generated code for C++, Fortran, Go, Java, Julia, Matlab, Python, R, and Rust

#machinelearning #ai #beginners #datascience
1
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4 min read
You Need to Pay Better Attention: Rethinking the Mathematics of Attention Mechanism
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You Need to Pay Better Attention: Rethinking the Mathematics of Attention Mechanism

#machinelearning #ai #beginners #datascience
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4 min read
The Road Less Scheduled
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The Road Less Scheduled

#machinelearning #ai #beginners #datascience
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4 min read
Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models
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Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models

#machinelearning #ai #beginners #datascience
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4 min read
gzip Predicts Data-dependent Scaling Laws
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gzip Predicts Data-dependent Scaling Laws

#machinelearning #ai #beginners #datascience
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5 min read
Look Once to Hear: Target Speech Hearing with Noisy Examples
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Look Once to Hear: Target Speech Hearing with Noisy Examples

#machinelearning #ai #beginners #datascience
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5 min read
Generate and Pray: Using SALLMS to Evaluate the Security of LLM Generated Code
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Generate and Pray: Using SALLMS to Evaluate the Security of LLM Generated Code

#machinelearning #ai #beginners #datascience
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5 min read
Arrows of Time for Large Language Models
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Arrows of Time for Large Language Models

#machinelearning #ai #beginners #datascience
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5 min read
NPGA: Neural Parametric Gaussian Avatars
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NPGA: Neural Parametric Gaussian Avatars

#machinelearning #ai #beginners #datascience
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3 min read
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