Research output per year
Research output per year
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Dive into the research topics where Peter Vrancx is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Depth Scaling in Graph Neural Networks: Understanding the Flat Curve Behavior
Sousa Gomes, D., Efthymiadis, K., Nowe, A. & Vrancx, P., 2024, In: Transactions on Machine Learning Research (TMLR). 22 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)27 Downloads (Pure) -
Understanding Feature/Structure Interplay in Graph Neural Networks
Sousa Gomes, D., Nowe, A. & Vrancx, P., 16 Nov 2024, Proceedings of the Third Learning on Graphs Conference (LoG 2024). Proceedings of Machine Learning Research (PMLR), Vol. 269. p. 1-15 15 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access -
Understanding Feature/Structure Interplay in Graph Neural Networks (Poster)
Sousa Gomes, D., Nowe, A. & Vrancx, P., 2024.Research output: Unpublished contribution to conference › Poster
Open Access -
When Are Graph Neural Networks Better Than Structure-Agnostic Methods?
Gomes, D., Ruelens, F., Efthymiadis, K., Nowe, A. & Vrancx, P., 2022, I Can't Believe It's Not Better Workshop: Understanding Deep Learning Through Empirical Falsification. OpenReview.net, p. 1-10 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access -
Learning with options that terminate off-policy
Harutyunyan, A., Vrancx, P., Bacon, P. L., Precup, D. & Nowé, A., 1 Jan 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI Press, p. 3173-3182 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
15 Citations (Scopus)
Activities
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Efficient evaluation of influenza mitigation strategies using preventive bandits
Libin, P. (Speaker), Verstraeten, T. (Contributor), Theys, K. (Contributor), Roijers, D. (Contributor), Vrancx, P. (Contributor) & Nowe, A. (Contributor)
8 May 2017Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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The knowledge engineering review (Journal)
Vrancx, P. (Editor)
2014Activity: Publication peer-review and editorial work › Editorial activity
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IJCNN Special Session on Real World Applications of Reinforcement Learning
Vrancx, P. (Organiser)
10 Jun 2012Activity: Participating in or organising an event › Participation in workshop, seminar
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Proceedings Adaptive and Learning Agents Workshop 2012 (Journal)
Vrancx, P. (Editor)
2012Activity: Publication peer-review and editorial work › Editorial activity
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Adaptive and Learning agents Workshop 2012
Vrancx, P. (Organiser)
4 Jun 2012 → 5 Jun 2012Activity: Participating in or organising an event › Participation in workshop, seminar
Thesis
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Multi-type Ant System: The introduction of competition to Ant algorithms
Author: Vrancx, P., Nowe, A. & Verbeeck, K., 2 Jul 2004Supervisor: Nowe, A. (Promotor) & Verbeeck, K. (Advisor)
Student thesis: Master's Thesis