Dec 3, 2021
‐ Stefan’s paper on
Data Distribution Debugging in Machine Learning Pipelines
was accepted for the
VLDB Journal Special Issue on Data Science for Responsible Data Management
! This work is part of our ongoing collaboration with Julia Stoyanovich from NYU..
Nov 24, 2021
‐ Stefan, Barrie, Olivier and Shubha have two abstracts accepted at the
Dutch-Belgian Database Day
. We will present our recent work on screening ML pipelines and building low-latency recommender systems.
Nov 18, 2021
‐ My student Stefan and me gave a talk on
Data Provenance as the Foundation for Data Governance
at the virtual
Data Centric AI workshop
organised by Stanford and ETH Zuerich.
Nov 17, 2021
‐ Our student Mozhdeh published a post about her research on ‘Understanding customer behavior in multi-channel retail’ on
Albert Heijn’s tech blog
Nov 4, 2021
‐ Barrie Kersbergen and me were interviewed by bol.com’s techlab podcast this week. We discussed our recent work on
rebuilding a production recommendation system for bol.com
, as well as the collaboration between bol.com and the University of Amsterdam.
Oct 22, 2021
‐ A proposal by
and me for an interdisciplinary
PhD position at the intersection of mental health research, responsible data management and natural language processing
will be funded by the
Data Science Centre
of the University of Amsterdam.
Oct 21, 2021
‐ Our abstract on
Screening Native Machine Learning Pipelines with ArgusEyes
will be presented at
. This is joint work with
from ETH Zürich.
Oct 11, 2021
‐ Our work on
Understanding and Mitigating the Effect of Outliers in Fair Ranking
led by Arezoo Sarvi will be presented at
Oct 7, 2021
‐ Benjamin has been presenting our work on
machine unlearning for next-basket recommendations
at the workshop on
Online Recommender Systems
Aug 18, 2021
‐ I have been a participant in the
roundtable discussion on Systems for ML