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Bálint Zoltán Daróczy, Ph.D.

senior research fellow
Email
@email
Phone
+36 1 279 6157
Address
1111 Budapest, Lágymányosi u. 11.
Room number
L 113

Artificial Intelligence Laboratory

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Curriculum Vitae (MAY 2023)

Education

  • PhD in Information Science and Technology (2017) at Eötvös Loránd University (ELTE), Faculty of Informatics (IK), Budapest, Hungary
  • MSc in Engineering (2006) at Budapest University of Technology and Economics (BME), Faculty of Electrical Engineering and Informatics (VIK), Budapest, Hungary

Scholarships, grants, Research visits

  • Co-supervisor in CNRS EAI " Stabilité des algorithmes d'apprentissage pour
    les réseaux de neurones profonds et récurrents en utilisant la géométrie et la théorie du contrôle via la
    compréhension du rôle de la surparamétrisation " (2023-2024)
  • Postdoc. at the Department of Mathematical Engineering, Université catholique de Louvain, Louvain-la-Neuve, Belgium (2020-2022)
  • MTA Premium Postdoctoral research fellowship, title: “Manifolds and deep structures” (2018-2021)
  • DAAD - German Academic Exchange Service scholarship at Universität Karlsruhe (UniKA), Fakultät für Informatik (2003/2004 Autumn)

Publications

Important publications

2024

In: ICML 2024 Next Generation of Sequence Modeling Architectures Workshop, 2024.07.26, Vienna.

Length independent generalization bounds for deep SSM architectures

Authors
Rácz, Dániel
Petreczky, M
Daróczy, Bálint Zoltán
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2024

Frontiers in Digital Health, 6 ISSN 2673-253X

Smart medical report: efficient detection of common and rare diseases on common blood tests

Authors
Németh, Á
Tóth, G
Fülöp, P
Paragh, Gy
Nádró, B
Karányi, Zs
Paragh Jr, Gy
Horváth, Zs
Csernák, Zs
Pintér, E
Sándor, Dániel
Bagyó, G
Édes, I
Kappelmayer, J
Harangi, M
Daróczy, Bálint Zoltán
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2023

In: 15th Annual Workshop on Optimization for Machine Learning, 2023.12.15, New Orleans (LA).

Optimization dependent generalization bound for ReLU networks based on sensitivity in the tangent bundle

Authors
Rácz, Dániel
Petreczky, M
Csertán, A
Daróczy, Bálint Zoltán
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2023

FRONTIERS IN CARDIOVASCULAR MEDICINE, 9 ISSN 2297-055X

Determining the prevalence of childhood hypertension and its concomitant metabolic abnormalities using data mining methods in the Northeastern region of Hungary

Authors
Kovács, Beáta
Németh, Ákos
Daróczy, Bálint Zoltán
Karányi, Zsolt
Maroda, László
Diószegi, Ágnes
Nádró, Bíborka
Harangi, Mariann
Páll, Dénes
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2022

FRONTIERS IN GENETICS, 13 ISSN 1664-8021

Assessment of Associations Between Serum Lipoprotein (a) Levels and Atherosclerotic Vascular Diseases in Hungarian Patients With Familial Hypercholesterolemia Using Data Mining and Machine Learning

Authors
Németh, Á
Daróczy, Bálint Zoltán
Juhász, L
Fülöp, P
Harangi, Mariann
Paragh, György
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All publications