Crowdsourced Nonparametric Density Estimation Using Relative Distances. - Antti Ukkonen; Behrouz Derakhshan; Hannes Heikinheimo (HCOMP, 2015)

Continuous Deployment of Machine Learning Pipelines. - Behrouz Derakhshan; Alireza Rezaei Mahdiraji; Tilmann Rabl; Volker Markl (EDBT, 2019)

Optimizing Machine Learning Workloads in Collaborative Environments. - Behrouz Derakhshan; Alireza Rezaei Mahdiraji; Ziawasch Abedjan; Tilmann Rabl; Volker Markl (SIGMOD Conference, 2020)

ExDRa: Exploratory Data Science on Federated Raw Data. - Sebastian Baunsgaard; Matthias Boehm 001; Ankit Chaudhary; Behrouz Derakhshan; Stefan Geißelsöder; Philipp M. Grulich; Michael Hildebrand; Kevin Innerebner; Volker Markl; Claus Neubauer; Sarah Osterburg; Olga Ovcharenko; et al. (SIGMOD Conference, 2021)

Continuous Training and Deployment of Deep Learning Models. - Ioannis Prapas; Behrouz Derakhshan; Alireza Rezaei Mahdiraji; Volker Markl (Datenbank-Spektrum, 2021)

Materialization and Reuse Optimizations for Production Data Science Pipelines. - Behrouz Derakhshan; Alireza Rezaei Mahdiraji; Zoi Kaoudi; Tilmann Rabl; Volker Markl (SIGMOD Conference, 2022)

Materialization and reuse optimizations for machine learning workloads. - Behrouz Derakhshan (2022)