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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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Unsupervised Evaluation of Code LLMs with Round-Trip Correctness
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Unsupervised Evaluation of Code LLMs with Round-Trip Correctness

#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
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
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
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
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
Transformers Can Do Arithmetic with the Right Embeddings
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Transformers Can Do Arithmetic with the Right Embeddings

#machinelearning #ai #beginners #datascience
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4 min read
Thermodynamic Natural Gradient Descent
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Thermodynamic Natural Gradient Descent

#machinelearning #ai #beginners #datascience
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5 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
A Declarative System for Optimizing AI Workloads
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A Declarative System for Optimizing AI Workloads

#machinelearning #ai #beginners #datascience
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4 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
Demo Paper: A Game Agents Battle Driven by Free-Form Text Commands Using Code-Generation LLM
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Demo Paper: A Game Agents Battle Driven by Free-Form Text Commands Using Code-Generation LLM

#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
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
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
Attention as an RNN
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Attention as an RNN

#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
Track Anything Rapter(TAR)
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Track Anything Rapter(TAR)

#machinelearning #ai #beginners #datascience
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3 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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3 min read
Power Hungry Processing: Watts Driving the Cost of AI Deployment?
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Power Hungry Processing: Watts Driving the Cost of AI Deployment?

#machinelearning #ai #beginners #datascience
1
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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
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
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
TimeGPT-1
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TimeGPT-1

#machinelearning #ai #beginners #datascience
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4 min read
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models
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Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models

#machinelearning #ai #beginners #datascience
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5 min read
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