Tuning Image Classifiers using Human-In-The-Loop
We present an Expectation–Maximization (EM) algorithm for iteratively estimating the optimal class-confidence... Read more...
Paul O'Grady
Senior Applied Scientist
Oct 13
2021
Space efficient machine learning feature stores using probabilistic data structures - a benchmark
In this post, we describe a technique for providing machine learning feature stores with sublinear space... Read more...
Enno Shioji
Head of Engineering
Oct 05
2021
A Machine Learning Pipeline with Real-Time Inference
How we improved an ML legacy system using Amazon SageMaker Read more...
Henning-Ulrich Esser
Applied Scientist
Przemyslaw Kosiak
Senior Applied Scientist
Lisa Knolle
Software Engineer
Scott Joseph Small
Senior Applied Scientist
Manuel Vanzetti
Applied Science Manager
Feb 16
2021
Learnings from Distributed XGBoost on Amazon SageMaker
What I learned from distributed training with XGBoost on Amazon SageMaker. Read more...
Scott Joseph Small
Machine Learning Engineer
Jun 22
2020
Zalando Research Releases “Flair”
Open sourcing machine learning research for natural language processing (NLP) Read more...
Per Ploug
Open Source Community Manager
Alan Akbik
Research Scientist
Nov 22
2018
Train Deep Learning Models on AWS
A real-life example of how to train a Deep Learning model on an AWS Spot Instance using Spotty Read more...
Oleg Polosin
Data Engineer
Nov 08
2018
Shop the Look with Deep Learning
Retrieving fashion products based on a query image Read more...
Julia Lasserre
Research Scientist
Sep 12
2018
Crushing AVRO Small Files with Spark
Solving the many small files problem for AVRO Read more...
The Faces Behind the Fashion-MNIST
The Faces Behind the Fashion-MNIST Read more...
Nana Yamazaki
Employer Branding Specialist Data Science
Jan 11
2018
A State-of-the-Art Method for Generating Photo-Realistic Textures in Real Time
Our Zalando Research team give an overview of the latest work in image generation using machine learning. Read more...
Urs Bergmann
Research Lead
Nikolay Jetchev
Research Scientist
Sep 27
2017