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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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ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference
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ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference

#machinelearning #ai #beginners #datascience
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4 min read
Models That Prove Their Own Correctness
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Models That Prove Their Own Correctness

#machinelearning #ai #beginners #datascience
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5 min read
XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection
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XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection

#machinelearning #ai #beginners #datascience
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4 min read
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning
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MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

#machinelearning #ai #beginners #datascience
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4 min read
Chain-of-Thought Reasoning Without Prompting
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Chain-of-Thought Reasoning Without Prompting

#machinelearning #ai #beginners #datascience
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4 min read
AstroPT: Scaling Large Observation Models for Astronomy
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AstroPT: Scaling Large Observation Models for Astronomy

#machinelearning #ai #beginners #datascience
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3 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
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
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
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
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
Print-N-Grip: A Disposable, Compliant, Scalable and One-Shot 3D-Printed Multi-Fingered Robotic Hand
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Print-N-Grip: A Disposable, Compliant, Scalable and One-Shot 3D-Printed Multi-Fingered Robotic Hand

#machinelearning #ai #beginners #datascience
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4 min read
YOLOv10: Real-Time End-to-End Object Detection
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YOLOv10: Real-Time End-to-End Object Detection

#machinelearning #ai #beginners #datascience
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3 min read
Deceptive, Disruptive, No Big Deal: Japanese People React to Simulated Dark Commercial Patterns
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Deceptive, Disruptive, No Big Deal: Japanese People React to Simulated Dark Commercial Patterns

#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
Your Transformer is Secretly Linear
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Your Transformer is Secretly Linear

#machinelearning #ai #beginners #datascience
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4 min read
Robust Classification via a Single Diffusion Model
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Robust Classification via a Single Diffusion Model

#machinelearning #ai #beginners #datascience
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4 min read
Influencer Cartels
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Influencer Cartels

#machinelearning #ai #beginners #datascience
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4 min read
Not All Language Model Features Are Linear
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Not All Language Model Features Are Linear

#machinelearning #ai #beginners #datascience
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4 min read
Many-Shot In-Context Learning
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Many-Shot In-Context Learning

#machinelearning #ai #beginners #datascience
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4 min read
Lessons from the Trenches on Reproducible Evaluation of Language Models
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Lessons from the Trenches on Reproducible Evaluation of Language Models

#machinelearning #ai #beginners #datascience
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5 min read
Surveilling the Masses with Wi-Fi-Based Positioning Systems
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Surveilling the Masses with Wi-Fi-Based Positioning Systems

#machinelearning #ai #beginners #datascience
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5 min read
DarkDNS: Revisiting the Value of Rapid Zone Update
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DarkDNS: Revisiting the Value of Rapid Zone Update

#machinelearning #ai #beginners #datascience
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4 min read
Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks
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Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks

#machinelearning #ai #beginners #datascience
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3 min read
Ephemeral Rollups are All you Need
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Ephemeral Rollups are All you Need

#machinelearning #ai #beginners #datascience
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3 min read
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