Machine Learning

Session AI/ML

A Bicycle for the (AI) Mind: GPT-4 + Tools

Wednesday Jun 14 / 02:55PM EDT

OpenAI recently introduced GPT-3.5 Turbo and GPT-4, the latest in its series of language models that also power ChatGPT.

Speaker image - Sherwin Wu

Sherwin Wu

Technical Staff @OpenAI

Speaker image - Atty Eleti

Atty Eleti

Software Engineer @OpenAI

Session MLOps

Platform and Features MLEs, a Scalable and Product-Centric Approach for High Performing Data Products

Wednesday Jun 14 / 04:10PM EDT

In this talk, we would go through the lessons learnt in the last couple of years around organising a Data Science Team and the Machine Learning Engineering efforts at Bumble Inc.

Speaker image - Massimo Belloni

Massimo Belloni

Data Science Manager @Bumble

Session Machine Learning

Improve Feature Freshness in Large Scale ML Data Processing

Wednesday Jun 14 / 11:50AM EDT

In many ML use cases, model performance is highly dependent on the quality of the features they are trained and inference on. One of the important dimensions of feature quality is the freshness of the data.

Speaker image - Zhongliang Liang

Zhongliang Liang

Engineering Manager @Facebook AI Infra