Stories by gk1

Extra Trees, Please: Venturing into the Machine Learning

KNN (K-Nearest Neighbors) Is Dead. Long Live ANN

Personalized short-video recommender systems

Curating Datasets Is the New Programming

Vector database Pinecone promises to bring ML data management under control

Scoping a Machine Learning Project

Pinecone 2.0: Managed Vector Database

Security in the New Normal

Abusing AWS Lambda to Make an Aussie Search Engine

From Models to Systems

Reflections on AI for Peace

Pinecone 2.0: Vector Search from the Lab to Production

Product Quantization: Compressing high-dimensional vectors

Automating quality checks for Kubernetes YAMLs

Product Quantization for Memory Efficient Search

When AWS, Azure, or GCP Becomes the Competition (2019)

Perceptrons: The building blocks of Deep Learning

Random Hyperplanes make Locality Sensitive Hashing faster

Breaking Down How Instagram Search Works

Random Projection for Locality Sensitive Hashing

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