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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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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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4 min read
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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4 min read
Demystifying Heuristic Search Algorithms

Demystifying Heuristic Search Algorithms

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5 min read
Computer Vision Meetup: Who needs RLHF When You Have SFT? 30:36

Computer Vision Meetup: Who needs RLHF When You Have SFT?

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1 min read
Generative AI: Novice Guide to Transformers

Generative AI: Novice Guide to Transformers

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4 min read
How paranoid is it to not use facial recognition on an Iphone?

How paranoid is it to not use facial recognition on an Iphone?

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2 min read
5 Open Source Large Language Models APIs for Developers

5 Open Source Large Language Models APIs for Developers

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10 min read
Computer Vision Meetup: Making LLMs Safe & Reliable 31:54

Computer Vision Meetup: Making LLMs Safe & Reliable

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1 min read
GenCast: Diffusion-based ensemble forecasting for medium-range weather

GenCast: Diffusion-based ensemble forecasting for medium-range weather

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3 min read
Training-free Graph Neural Networks and the Power of Labels as Features

Training-free Graph Neural Networks and the Power of Labels as Features

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4 min read
Where on Earth Do Users Say They Are?: Geo-Entity Linking for Noisy Multilingual User Input

Where on Earth Do Users Say They Are?: Geo-Entity Linking for Noisy Multilingual User Input

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4 min read
KAN: Kolmogorov-Arnold Networks

KAN: Kolmogorov-Arnold Networks

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4 min read
Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

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3 min read
Better & Faster Large Language Models via Multi-token Prediction

Better & Faster Large Language Models via Multi-token Prediction

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4 min read
Eureka: Human-Level Reward Design via Coding Large Language Models

Eureka: Human-Level Reward Design via Coding Large Language Models

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4 min read
Predicting SSH keys in Open SSH Memory dumps

Predicting SSH keys in Open SSH Memory dumps

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4 min read
Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification

Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification

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3 min read
Thousands of AI Authors on the Future of AI

Thousands of AI Authors on the Future of AI

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3 min read
BlenderAlchemy: Editing 3D Graphics with Vision-Language Models

BlenderAlchemy: Editing 3D Graphics with Vision-Language Models

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4 min read
Fine-tune your first large language model (LLM) with LoRA, llama.cpp, and KitOps in 5 easy steps

Fine-tune your first large language model (LLM) with LoRA, llama.cpp, and KitOps in 5 easy steps

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3 min read
Single Page Applications (SPAs) vs. Multi-Page Applications (MPAs). Navigating the Web App Landscape

Single Page Applications (SPAs) vs. Multi-Page Applications (MPAs). Navigating the Web App Landscape

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1 min read
How to use LLMs: Summarize long documents

How to use LLMs: Summarize long documents

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5 min read
Cross-validation in Machine Learning

Cross-validation in Machine Learning

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4 min read
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