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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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Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving
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Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving

#machinelearning #ai #beginners #datascience
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3 min read
ExcelFormer: Can a DNN be a Sure Bet for Tabular Prediction?
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ExcelFormer: Can a DNN be a Sure Bet for Tabular Prediction?

#machinelearning #ai #beginners #datascience
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3 min read
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation
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ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation

#machinelearning #ai #beginners #datascience
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4 min read
ColorFoil: Investigating Color Blindness in Large Vision and Language Models
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ColorFoil: Investigating Color Blindness in Large Vision and Language Models

#machinelearning #ai #beginners #datascience
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4 min read
Levels of AGI for Operationalizing Progress on the Path to AGI
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Levels of AGI for Operationalizing Progress on the Path to AGI

#machinelearning #ai #beginners #datascience
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4 min read
Representation noising effectively prevents harmful fine-tuning on LLMs
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Representation noising effectively prevents harmful fine-tuning on LLMs

#machinelearning #ai #beginners #datascience
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5 min read
AI-Assisted Assessment of Coding Practices in Modern Code Review
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AI-Assisted Assessment of Coding Practices in Modern Code Review

#machinelearning #ai #beginners #datascience
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4 min read
Pareto Optimal Learning for Estimating Large Language Model Errors
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Pareto Optimal Learning for Estimating Large Language Model Errors

#machinelearning #ai #beginners #datascience
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4 min read
Training Language Models to Generate Text with Citations via Fine-grained Rewards
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Training Language Models to Generate Text with Citations via Fine-grained Rewards

#machinelearning #ai #beginners #datascience
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3 min read
VecFusion: Vector Font Generation with Diffusion
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VecFusion: Vector Font Generation with Diffusion

#machinelearning #ai #beginners #datascience
1
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4 min read
Self-playing Adversarial Language Game Enhances LLM Reasoning
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Self-playing Adversarial Language Game Enhances LLM Reasoning

#machinelearning #ai #beginners #datascience
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4 min read
The CAP Principle for LLM Serving
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The CAP Principle for LLM Serving

#machinelearning #ai #beginners #datascience
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4 min read
Can a Transformer Represent a Kalman Filter?
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Can a Transformer Represent a Kalman Filter?

#machinelearning #ai #beginners #datascience
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4 min read
Why are Sensitive Functions Hard for Transformers?
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Why are Sensitive Functions Hard for Transformers?

#machinelearning #ai #beginners #datascience
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4 min read
Attention as an RNN
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Attention as an RNN

#machinelearning #ai #beginners #datascience
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4 min read
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