Categories: AI/ML News

Widespread machine learning methods behind ‘link prediction’ are performing very poorly, researchers find

As you scroll through any social media feed, you are likely to be prompted to follow or friend another person, expanding your personal network and contributing to the growth of the app itself. The person suggested to you is a result of link prediction: a widespread machine learning (ML) task that evaluates the links in a network—your friends and everyone else’s—and tries to predict what the next links will be.

Build, automate, and monitor BigQuery ML models with Vertex AI MLOps capabilities

Making machine learning (ML) models work in production is hard. It usually requires not only a deep understanding of ML, data engineering, and software engineering, but also a variety of tools and technologies.BigQuery ML and Vertex AI make it easier to create, deploy, and manage machine learning models.BigQuery ML provides…

May 20, 2023

In "FAANG"

Building a Robust Machine Learning Pipeline: Best Practices and Common Pitfalls

In real life, the machine learning model is not a standalone object that only produces a prediction.

November 6, 2024

In "AI/ML Research"

Bin Prediction for Better Conformal Prediction

This paper was accepted at the workshop on Regulatable ML at NeurIPS 2023. Conformal Prediction (CP) is a method of estimating risk or uncertainty when using Machine Learning to help abide by common Risk Management regulations often seen in fields like healthcare and finance. CP for regression can be challenging,…

January 23, 2024

In "FAANG"

AI Generated Robotic Content