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personal data approved: 2016. VI. 06.
Personal data
Balázs Csanád Csáji
name Balázs Csanád Csáji
year of birth 1976
name of institution
doctoral school
BME Doctoral School of Informatics (Announcer of research topic)
ELTE Doctoral School of Informatics (Announcer of research topic)
Contact details
E-mail address balazs.csajisztaki.mta.hu
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
2004 - MTA SZTAKI (research institute, not university)
other (not specified) (tudományos főmunkatárs)
Thesis topic supervisor
number of doctoral students supervised until now
number of students who fulfilled course requirements
students who obtained their degrees:
  Thesis topic proposals
Research
research area statistical machine learning
research field in which current research is conducted mathematics and computing
Publications
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
language: English
URL 
2014

Csáji B, Jungers RM, Blondel VD: PageRank optimization by edge selection, DISCRETE APPLIED MATHEMATICS 169: pp. 73-87.
type of document: Journal paper/Article
number of independent citations: 7
language: English
URL 
2014

Csáji B, Kovács A, Váncza J: Adaptive Aggregated Predictions for Renewable Energy Systems, In: Szerk.: [S n ] 2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL). Piscataway: IEEE, 2014. pp. 132-139.
type of document: Part of book/Proceedings Paper
language: English
URL 
2014

Csáji B, Campi MC, Weyer E: Strong Consistency of the Sign-Perturbed Sums Method, In: Szerk.: [S. n. ] 53rd IEEE Conference on Decision and Control: CDC 2014. Los Angeles: IEEE, 2014. pp. 3352-3357.
type of document: Part of book/Proceedings Paper
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: 42
language: English
DOI 
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: 6
language: English
2008

Schuh G, Monostori L, Csáji BCs, Döring S: Complexity-based modeling of reconfigurable collaborations in production industry, CIRP ANNALS-MANUFACTURING TECHNOLOGY 57: (1) pp. 445-450.
type of document: Journal paper/Article
number of independent citations: 33
language: English
DOI 
2008

Csáji BCs, Monostori L: Adaptive stochastic resource control: A machine learning approach, JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH 32: pp. 453-486.
type of document: Journal paper/Article
number of independent citations: 5
language: English
DOI 
2006

Csáji B Cs, Monostori L: Adaptive sampling based large-scale stochastic resource control, In: Proceedings of The Twenty-First National Conference on Artificial Intelligence (AAAI-06).Boston, Amerikai Egyesült Államok, 2006.07.16-2006.07.20. pp. 815-820. Kiadvány: 2006.
type of document: Conference paper/Előadás vagy poszter cikke
number of independent citations: 2
language: English
2006

Csáji B Cs, Monostori L, Kádár B: Reinforcement learning in a distributed market-based production control system, ADVANCED ENGINEERING INFORMATICS 20: (3) pp. 279-288.
type of document: Journal paper/Article
number of independent citations: 20
language: English
DOI 
Number of independent citations to these publications:115 
Scientometric data
list of publications and citations
number of scientific publications that meet accreditation criteria:
51
number of scientific publications:
52
monographs and professional books:
0
monographs/books in which chapters/sections were contributed:
1 
number of independent citations to scientific publications and creative works:
255

 
All rights reserved © 2007, Hungarian Doctoral Council. Doctoral Council registration number at commissioner for data protection: 02003/0001. Program version: 1.2318 ( 2016. XI. 26. )