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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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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
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
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
BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once
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BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once

#machinelearning #ai #beginners #datascience
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4 min read
Evaluation of the Programming Skills of Large Language Models
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Evaluation of the Programming Skills of Large Language Models

#machinelearning #ai #beginners #datascience
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3 min read
InvertAvatar: Incremental GAN Inversion for Generalized Head Avatars
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InvertAvatar: Incremental GAN Inversion for Generalized Head Avatars

#machinelearning #ai #beginners #datascience
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4 min read
From Sparse to Soft Mixtures of Experts
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From Sparse to Soft Mixtures of Experts

#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
UFO: A UI-Focused Agent for Windows OS Interaction
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UFO: A UI-Focused Agent for Windows OS Interaction

#machinelearning #ai #beginners #datascience
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4 min read
BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry
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BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry

#machinelearning #ai #beginners #datascience
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4 min read
As an AI Language Model, Yes I Would Recommend Calling the Police'': Norm Inconsistency in LLM Decision-Making
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As an AI Language Model, Yes I Would Recommend Calling the Police'': Norm Inconsistency in LLM Decision-Making

#machinelearning #ai #beginners #datascience
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4 min read
VerMCTS: Synthesizing Multi-Step Programs using a Verifier, a Large Language Model, and Tree Search
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VerMCTS: Synthesizing Multi-Step Programs using a Verifier, a Large Language Model, and Tree Search

#machinelearning #ai #beginners #datascience
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4 min read
Fractal Patterns May Illuminate the Success of Next-Token Prediction
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Fractal Patterns May Illuminate the Success of Next-Token Prediction

#machinelearning #ai #beginners #datascience
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5 min read
Neuromorphic dreaming: A pathway to efficient learning in artificial agents
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Neuromorphic dreaming: A pathway to efficient learning in artificial agents

#machinelearning #ai #beginners #datascience
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4 min read
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