Applied Methods from Mathematical Optimization and Machine Learning in E-commerce
Report from a workshop hosted by Zalando in October 2022 Read more...
2023
Report from a workshop hosted by Zalando in October 2022 Read more...
2023
Architecture and tooling behind machine learning at Zalando Read more...
2022
We present an Expectation–Maximization (EM) algorithm for iteratively estimating the optimal class-confidence... Read more...
2021
In this post, we describe a technique for providing machine learning feature stores with sublinear space... Read more...
2021
How we improved an ML legacy system using Amazon SageMaker Read more...
2021
What I learned from distributed training with XGBoost on Amazon SageMaker. Read more...
2020
Open sourcing machine learning research for natural language processing (NLP) Read more...
2018
A real-life example of how to train a Deep Learning model on an AWS Spot Instance using Spotty Read more...
2018
Retrieving fashion products based on a query image Read more...
2018
Solving the many small files problem for AVRO Read more...
2018