Blog Posts
This is where I learn in public by thinking and writing (term borrowed from Anne-Laure Le Cunff).
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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.
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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.
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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.
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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.
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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?