2025. August 12. - August 14.
Registration deadline: Jul 21, 2025
The Hungarian Machine Learning Days provide an opportunity for Hungarian machine learning researchers working in foreign institutions to meet each other and connect with those working in Hungary, including the younger generation and Ph.D. students.
The organization and a significant portion of the costs are covered by the Hungarian National Artificial Intelligence Laboratory, established in 2020, whose main mission is to unite domestic researchers, organize events (such as AI & AUT EXPO, HUN-REN AI Symposium), and build connections with European AI Centers and ELLIS.
During the 3-day informal summer event, internationally recognized researchers will present tutorials, young researchers will give short presentations, posters, and ideas, and there will be many informal joint programs.
Participation, lunch, and coffee breaks are free of charge but require registration. On-site accommodation can be booked at the organizers at one's own expense.
All presentations are in English. For posters, please apply during registration in time. Late poster applications risk no space remaining available.
9:00-10:00 coffee, welcome
Regular talks
10:00 Gergely Neu (Universitat Pompeu Fabra): Inverse Q-Learning Done Right: Offline imitation learning in Q^pi-realizable MDPs
10:30 Balázs Csáji (HUN-REN SZTAKI): Robust Inference with Kernels
11:00 Long Tran-Thanh (Warwick): Pruning Neural Networks in a Principled Way
11:30 Mihaly Petreczky (CNRS) PAC bounds for SSMs
12:00 Anna Kerekes (ETH, Max Planck Institute for Intelligent Systems)
12:30-14:00 Lunch at the venue
14:00 Poster Booster Session (2 minutes 2 slides each)
16:00-18:00 coffee, poster section
9:00-10:00 coffee, welcome
10:00 Gabor Csanyi (University of Cambridge): ML force fields show extreme generalisation
10:30 Tamás K. Stenczel (University of Cambridge)
11:00 Gergely Flamich (Cambridge)
11:30 Tamas Linder (Queen’s University) Communication Complexity of Exact Sampling under Rényi Information
12:00 Ádám Zsolt Wagner: Using AI for mathematics
12:30-14:00 Lunch at the venue
Student talks
14:00 Csaba Botos (Oxford)
14:30 Tamás Levente (Technical University of Cluj-Napoca): 3D point cloud processing on edge
15:00 Panel: Latest trends at NeurIPS/ICML/ICLR/… - Gábor Csányi - Mihály Petreczky - Gergely Flamich - Csaba Botos - Patrik Reizinger - … TBC
16:00-18:00 Coffee, poster section
18:00-22:00 BBQ in the garden
9:00-10:00 coffee, welcome
Regular talks
10:00 László Jeni (TBC)
10:30 Botond Szabó (Bocconi University): Privacy constrained semi-parametric inference
11:00 Csaba Beleznai (AIT Austria)
11:30 Attila Sárkány, Charles University: Quantile Preferences in Portfolio Choice: A Q-DRL Approach to Dynamic Diversification
12:00 Patrik Reizinger (Max Planck Institute for Intelligent Systems): Identifiable Exchangeable Mechanisms for Causal Structure and Representation Learning
12:30-14:00 Lunch at the venue
Short/Student talks
14:00 Bálint Horváth (HUN-REN SZTAKI): Kernel-Based Image Restoration with Uncertainty Guarantees
14:20 András Balogh: (University of Szeged): How Not to Stitch Representations to Measure Similarity: Task Loss Matching Versus Direct Matching (AAAI 2025)
14:40 Attila Szász (University of Szeged): No Soundness in the Real World: On the Challenges of the Verification of Deployed Neural Networks
15:00 Panel: AI Regulation - Dóra Petrányi - Ferenc Kása - Long Tran-Thanh - Csaba Beleznai
Registration deadline: Jul 21, 2025
Our location is the Budapesti Európai Ifjúsági Központ
(European Youth Centre Budapest)
Budapest, Zivatar Street 1, 1024
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