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cs.LG2025
Colliding with Adversaries at ECML-PKDD 2025 Adversarial Attack Competition 1st Prize Solution
Dimitris Stefanopoulos, Andreas Voskou
This report presents the winning solution for Task 1 of Colliding with Adversaries: A Challenge on Robust Learning in High Energy Physics Discovery at ECML-PKDD 2025. The task requ…
cs.LG2025
Diving Deep: Forecasting Sea Surface Temperatures and Anomalies
Ding Ning, Varvara Vetrova, Karin R. Bryan +4
This overview paper details the findings from the Diving Deep: Forecasting Sea Surface Temperatures and Anomalies Challenge at the European Conference on Machine Learning and Princ…
cs.LG2024
Volvo Discovery Challenge at ECML-PKDD 2024
Mahmoud Rahat, Peyman Sheikholharam Mashhadi, Sławomir Nowaczyk +6
This paper presents an overview of the Volvo Discovery Challenge, held during the ECML-PKDD 2024 conference. The challenge's goal was to predict the failure risk of an anonymized c…