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Home Authors Posts by Olcay Cirit

Olcay Cirit

2 BLOG ARTICLES 0 RESEARCH PAPERS
Olcay Cirit is a research scientist at Uber AI focused on ML systems and large-scale deep learning problems. Prior to Uber AI, he worked on ad targeting at Google.

Engineering Blog Articles

Optimal Feature Discovery: Better, Leaner Machine Learning Models Through Information Theory

Introduction 

Suppose you own a production ML model that already works reasonably well. You know that adding relevant and diverse sources of signal to your model is a sure way to boost performance, but finding new features that actually improve

Michelangelo PyML: Introducing Uber’s Platform for Rapid Python ML Model Development

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As a company heavily invested in AI, Uber aims to leverage machine learning (ML) in product development and the day-to-day management of our business. In pursuit of this goal, our data scientists spend considerable amounts of time prototyping and validating

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