Blog Posts
This is where I learn in public by thinking and writing (term borrowed from Anne-Laure Le Cunff).
UvA Data Science Center Seminar: Scalable Knowledge Discovery
A walkthrough of scalable knowledge discovery from tabular data using neurosymbolic methods, covering association rule mining, its challenges, and neurosymbolic solutions with Aerial.
NeSy2025 Conference Trip Report
Neurosymbolic Learning and Reasoning (NeSy) is an annual conference that provides a forum for presenting and discussing novel scientific work on the integration of what is symbolic and sub-symbolic (neural) which hypothesized to lead to more robust, explainable and generalizable AI models.
Scalable Neurosymbolic Tabular Rule Learning with Aerial+
Learning rules from data is a valuable and often overlooked task in modern AI. In this blog post, I argue that it is worth more attention for two reasons: knowledge discovery and interpretable inference. And I introduce our novel scalable neurosymbolic tabular rule learner.
First Year PhD Scribbles
Being surrounded with intelligent people, making the longest (research) plan of my life and figuring out what I want to do, taking responsibility for students. And the negatives; feeling like a scam, less social life, the darkest months of the Netherlands.
Digital Twins
What are digital twins? Why digital twin is not a new technology? What made digital twins popular recently? How can semantics help digital twins?