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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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PopulAtion Parameter Averaging (PAPA)

PopulAtion Parameter Averaging (PAPA)

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3 min read
Porting HPC Applications to AMD Instinct$^text{TM}$ MI300A Using Unified Memory and OpenMP

Porting HPC Applications to AMD Instinct$^text{TM}$ MI300A Using Unified Memory and OpenMP

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4 min read
Scalable Bayesian Inference in the Era of Deep Learning: From Gaussian Processes to Deep Neural Networks

Scalable Bayesian Inference in the Era of Deep Learning: From Gaussian Processes to Deep Neural Networks

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4 min read
Circuit Component Reuse Across Tasks in Transformer Language Models

Circuit Component Reuse Across Tasks in Transformer Language Models

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4 min read
FLAME: Factuality-Aware Alignment for Large Language Models

FLAME: Factuality-Aware Alignment for Large Language Models

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4 min read
ChainForge: A Visual Toolkit for Prompt Engineering and LLM Hypothesis Testing

ChainForge: A Visual Toolkit for Prompt Engineering and LLM Hypothesis Testing

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4 min read
FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding

FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding

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4 min read
FurniScene: A Large-scale 3D Room Dataset with Intricate Furnishing Scenes

FurniScene: A Large-scale 3D Room Dataset with Intricate Furnishing Scenes

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4 min read
Network reconstruction via the minimum description length principle

Network reconstruction via the minimum description length principle

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3 min read
Modern Data Quality at Scale using Digna

Modern Data Quality at Scale using Digna

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6 min read
A typical Machine learning workflow

A typical Machine learning workflow

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1 min read
Few new things in Python which I learned last week.

Few new things in Python which I learned last week.

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2 min read
The Age of Smart Applications: How AI is Redefining Business Software

The Age of Smart Applications: How AI is Redefining Business Software

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3 min read
KNN with PHP ML & Rubix ML

KNN with PHP ML & Rubix ML

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2 min read
Visual Enumeration is Challenging for Large-scale Generative AI

Visual Enumeration is Challenging for Large-scale Generative AI

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5 min read
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