Jovan SardinhaA Case for Multi-Task and Meta Learning in ProductionScaling Machine Learning SystemsJul 22, 2020Jul 22, 2020
Jovan SardinhaBuilding a robust lane identification pipeline with computer visionLane line identification is a critical part of building a self driving car. The goal here is to build a robust lane identification pipeline…Dec 18, 2017Dec 18, 2017
Jovan SardinhainWeights and BiasesPredicting vehicle speed from dash cam videoThis work is a collaboration between Jovan Sardinha and Ashish MalhotraAug 29, 20175Aug 29, 20175
Jovan SardinhaAn Exploration into Evolution StrategiesIn march 2017, OpenAI released a paper[1] and a blog post[2] showing that Evolution Strategies (ES) was a scalable alternative to…Aug 4, 20172Aug 4, 20172
Jovan SardinhainWeights and BiasesAn introduction to model ensemblingModel ensembling represents a family of techniques that help reduce generalization error in machine learning tasks. In this article, I will…Jul 12, 20173Jul 12, 20173
Jovan SardinhainWeights and BiasesNodulee Overview : Detecting early stage lung cancerNodulee is a collaboration between Ashish Malhotra and Jovan SardinhaMay 9, 20172May 9, 20172