Balázs Csanád Csáji - ODT Personal data sheet


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Personal data sheet

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personal data approved: 2023. VI. 02.

Personal data

name	Balázs Csanád Csáji
name of institution	Budapest University of Technology and Economics Eötvös Loránd University, Budapest
doctoral school	BME Doctoral School of Mathematics and Computer Sciences (Announcer of research topic Az adott oktató valamelyik doktori iskolában kiírt doktoranduszok számára kutatási témát, amire most jelentkezni is lehet, de még nincsen témavezetett doktorandusza. ) BME Doctoral School of Informatics (Announcer of research topic Az adott oktató valamelyik doktori iskolában kiírt doktoranduszok számára kutatási témát, amire most jelentkezni is lehet, de még nincsen témavezetett doktorandusza. ) ELTE Doctoral School of Informatics (Supervisor Az oktató valamelyik doktori iskolában egy vagy több doktorandusz vagy doktorjelölt munkáját irányítja. ) ELTE Doctoral School of Mathematics (Supervisor Az oktató valamelyik doktori iskolában egy vagy több doktorandusz vagy doktorjelölt munkáját irányítja. )
the share of work in the different doctoral schools.	BME Doctoral School of Mathematics and Computer Sciences 25% BME Doctoral School of Informatics 25% ELTE Doctoral School of Informatics 25% ELTE Doctoral School of Mathematics 25%
accreditation statement submitted to:	Eötvös Loránd University, Budapest

Contact details
phone number	+36 1 279-6231
	own web page

Academic title
scientific degree, title	Ph.D.
year degree was obtained	2009
discipline to which degree belongs	computer sciences
institution granting the degree	Eötvös Loránd University

Employment
2021 -	Eötvös Loránd University, Budapest university professor or researcher
2004 -	SZTAKI other (not specified) (Senior Research Fellow)

Thesis topic supervisor

number of doctoral students supervised until now

number of students who fulfilled course requirements

students who obtained their degrees:

completed course requirement:

	Bálint Horváth	(PhD)	2023/08	DSMCS-BME
	Mária Beatrix Benkő	(PhD)	2023/08	IDI2-ELTE

present PhD students:

	Ambrus Tamás	(PhD)	(2024/08)	DSM
	Szabolcs Szentpéteri	(PhD)	(2024/08)	IDI2-ELTE

Thesis topic proposals

Research
research area	statistical machine learning
research field in which current research is conducted	mathematics and computing

Publications

2022

Tamás A, Csáji B Cs: Exact Distribution-Free Hypothesis Tests for the Regression Function of Binary Classification via Conditional Kernel Mean Embeddings, IEEE CONTROL SYSTEMS LETTERS 6: pp. 860-865.
type of document: Journal paper/Article
language: English
URL

2022

Csáji B Cs, Horváth B: Nonparametric, Nonasymptotic Confidence Bands with Paley-Wiener Kernels for Band-Limited Functions, IEEE CONTROL SYSTEMS LETTERS 6: pp. 3355-3360.
type of document: Journal paper/Article
language: English
URL

2021

Carè A, Campi M C, Csáji B Cs, Weyer E: Facing undermodelling in Sign-Perturbed-Sums system identification, SYSTEMS & CONTROL LETTERS 153: 104936
type of document: Journal paper/Article
language: English
URL

2021

Monostori L, Csáji B Cs, Egri P, Kis K B, Váncza J, Ochs J, Jung S, König N, Pieske S, Wein S, Schmitt R, Brecher C: Automated stem cell production by bio-inspired control, CIRP JOURNAL OF MANUFACTURING SCIENCE AND TECHNOLOGY 33: pp. 369-379.
type of document: Journal paper/Article
language: English
URL

2019

Csáji B Cs, Kis K B: Distribution-Free Uncertainty Quantification for Kernel Methods by Gradient Perturbations, MACHINE LEARNING 108: (8-9) pp. 1677-1699.
type of document: Journal paper/Article
number of independent citations: 2
language: English
URL

2017

Weyer E, Campi M C, Csáji B Cs: Asymptotic properties of SPS confidence regions, AUTOMATICA 82: pp. 287-294.
type of document: Journal paper/Article
number of independent citations: 16
language: English
URL

2017

Csáji B Cs, Kemény Zs, Pedone G, Kuti A, Váncza J: Wireless Multi-Sensor Networks for Smart Cities: A Prototype System with Statistical Data Analysis, IEEE SENSORS JOURNAL 17: (23) pp. 7667-7676.
type of document: Journal paper/Article
number of independent citations: 43
language: English
URL

2015

Csáji Balázs Csanád, Campi Marco, Weyer Erik: Sign-perturbed sums: A new system identification approach for constructing exact non-asymptotic confidence regions in linear regression models, IEEE TRANSACTIONS ON SIGNAL PROCESSING 63: (1) pp. 169-181.
type of document: Journal paper/Article
number of independent citations: 13
language: English
URL

2013

Csáji B, Browet A, Traag VA, Delvenne J-C, Huens E, Van Dooren P, Smoreda Z, Blondel VD: Exploring the mobility of mobile phone users, PHYSICA A - STATISTICAL MECHANICS AND ITS APPLICATIONS 392: (6) pp. 1459-1473.
type of document: Journal paper/Article
number of independent citations: 182
language: English
URL

2008

Csáji BCs, Monostori L: Value function based reinforcement learning in changing Markovian environments, JOURNAL OF MACHINE LEARNING RESEARCH 9: pp. 1679-1709.
type of document: Journal paper/Article
number of independent citations: 25
language: English
URL

Number of independent citations to these publications:

281

Scientometric data

list of publications and citations

number of scientific publications that meet accreditation criteria:

number of scientific publications:

monographs and professional books:

monographs/books in which chapters/sections were contributed:

number of independent citations to scientific publications and creative works:

926