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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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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
Network reconstruction via the minimum description length principle

Network reconstruction via the minimum description length principle

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3 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
Are aligned neural networks adversarially aligned?

Are aligned neural networks adversarially aligned?

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Poisoning Web-Scale Training Datasets is Practical

Poisoning Web-Scale Training Datasets is Practical

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Circuit Component Reuse Across Tasks in Transformer Language Models

Circuit Component Reuse Across Tasks in Transformer Language Models

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R-Tuning: Instructing Large Language Models to Say `I Don't Know'

R-Tuning: Instructing Large Language Models to Say `I Don't Know'

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Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Beyond Memorization: Violating Privacy Via Inference with Large Language Models

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3 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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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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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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Modern Data Quality at Scale using Digna

Modern Data Quality at Scale using Digna

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6 min read
Data-driven customer acquisition: Machine Learning applied to Customer Lifetime Value

Data-driven customer acquisition: Machine Learning applied to Customer Lifetime Value

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7 min read
A typical Machine learning workflow

A typical Machine learning workflow

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Unshorten URLs Plugin

Unshorten URLs Plugin

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LangChain Memory Management

LangChain Memory Management

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Few new things in Python which I learned last week.

Few new things in Python which I learned last week.

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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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KNN with PHP ML & Rubix ML

KNN with PHP ML & Rubix ML

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Wukong: Towards a Scaling Law for Large-Scale Recommendation

Wukong: Towards a Scaling Law for Large-Scale Recommendation

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Top 7 Text-to-Image Generative AI Models

Top 7 Text-to-Image Generative AI Models

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LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

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Visual Enumeration is Challenging for Large-scale Generative AI

Visual Enumeration is Challenging for Large-scale Generative AI

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Practical Performance Guarantees for Pipelined DNN Inference

Practical Performance Guarantees for Pipelined DNN Inference

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Mentions of Prejudice in News Media -- An International Comparison

Mentions of Prejudice in News Media -- An International Comparison

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RGB$leftrightarrow$X: Image decomposition and synthesis using material- and lighting-aware diffusion models

RGB$leftrightarrow$X: Image decomposition and synthesis using material- and lighting-aware diffusion models

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Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable

Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable

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Invisible Stitch: Generating Smooth 3D Scenes with Depth Inpainting

Invisible Stitch: Generating Smooth 3D Scenes with Depth Inpainting

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Streamlining Image Editing with Layered Diffusion Brushes

Streamlining Image Editing with Layered Diffusion Brushes

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A Primer on the Inner Workings of Transformer-based Language Models

A Primer on the Inner Workings of Transformer-based Language Models

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Wisdom of the Silicon Crowd: LLM Ensemble Prediction Capabilities Rival Human Crowd Accuracy

Wisdom of the Silicon Crowd: LLM Ensemble Prediction Capabilities Rival Human Crowd Accuracy

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CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions

CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions

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The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning

The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning

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On Premise Face Recognition SDK and Liveness Detection SDK by FacePlugin

On Premise Face Recognition SDK and Liveness Detection SDK by FacePlugin

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Zero Shot Text Classification Under the hood

Zero Shot Text Classification Under the hood

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Um "Hello World" em Deep Learning

Um "Hello World" em Deep Learning

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Super Duper Easy Guide to SVMs: Your Ticket to Machine Learning Magic

Super Duper Easy Guide to SVMs: Your Ticket to Machine Learning Magic

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Introduction to Generative AI

Introduction to Generative AI

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How Do You (Unconventionally) Use ChatGPT?

How Do You (Unconventionally) Use ChatGPT?

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Tipos de Aprendizado de Máquina

Tipos de Aprendizado de Máquina

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Dev.to chatbot! 🤖

Dev.to chatbot! 🤖

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Open Source High-Scale Data Pipeline Platform for Enterprise Data, Analytics, and Machine Learning Applications

Open Source High-Scale Data Pipeline Platform for Enterprise Data, Analytics, and Machine Learning Applications

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LangChain: LLMs with Models, Prompts, Parsers

LangChain: LLMs with Models, Prompts, Parsers

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History of Math & Machine Learning

History of Math & Machine Learning

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Train, Dev and Test Sets

Train, Dev and Test Sets

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The 6 Best Machine Learning APIs 2024

The 6 Best Machine Learning APIs 2024

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Fewer Truncations Improve Language Modeling

Fewer Truncations Improve Language Modeling

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Uncovering the Metaverse within Everyday Environments: a Coarse-to-Fine Approach

Uncovering the Metaverse within Everyday Environments: a Coarse-to-Fine Approach

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Capabilities of Gemini Models in Medicine

Capabilities of Gemini Models in Medicine

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A Careful Examination of Large Language Model Performance on Grade School Arithmetic

A Careful Examination of Large Language Model Performance on Grade School Arithmetic

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Scalable network reconstruction in subquadratic time

Scalable network reconstruction in subquadratic time

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Neural Exec: Learning (and Learning from) Execution Triggers for Prompt Injection Attacks

Neural Exec: Learning (and Learning from) Execution Triggers for Prompt Injection Attacks

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Build your own AI ChatBot on your machine

Build your own AI ChatBot on your machine

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A Watermark for Large Language Models

A Watermark for Large Language Models

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Retrieval-Augmented Score Distillation for Text-to-3D Generation

Retrieval-Augmented Score Distillation for Text-to-3D Generation

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Mixture-of-Linear-Experts for Long-term Time Series Forecasting

Mixture-of-Linear-Experts for Long-term Time Series Forecasting

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The Shape of Money Laundering: Subgraph Representation Learning on the Blockchain with the Elliptic2 Dataset

The Shape of Money Laundering: Subgraph Representation Learning on the Blockchain with the Elliptic2 Dataset

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4 min read
Alice's Adventures in a Differentiable Wonderland -- Volume I, A Tour of the Land

Alice's Adventures in a Differentiable Wonderland -- Volume I, A Tour of the Land

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Chronos: Learning the Language of Time Series

Chronos: Learning the Language of Time Series

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3 min read
DeepRacer-for-Cloud v5.2.2 now available with new real-time training metrics

DeepRacer-for-Cloud v5.2.2 now available with new real-time training metrics

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