Login
 Forum
 
 
Personal data sheet
 Print preview
personal data approved: 2019. III. 22.
Personal data
Balázs Csanád Csáji
name Balázs Csanád Csáji
name of institution
doctoral school
BME Doctoral School of Mathematics and Computer Science (Supervisor)
BME Doctoral School of Informatics (Announcer of research topic)
ELTE Doctoral School of Informatics (Announcer of research topic)
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
2004 - MTA SZTAKI (research institute, not university)
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:
present PhD students:
Bálint Horváth (PhD) (2023/08)  DSMCS-BME
  Thesis topic proposals
Research
research area statistical machine learning
research field in which current research is conducted mathematics and computing
Publications
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
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: 2
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: 8
language: English
URL 
2016

Csáji B Cs: Score Permutation Based Finite Sample Inference for Generalized AutoRegressive Conditional Heteroskedasticity (GARCH) Models, JOURNAL OF MACHINE LEARNING RESEARCH WORKSHOP AND CONFERENCE PROCEEDINGS 51: pp. 296-304.
type of document: Journal paper/Konferenciaközlemény
language: English
Full text 
2016

Kovács A, Bátai R, Csáji B Cs, Dudás P, Háy B, Pedone G, Révész T, Váncza J: Intelligent control for energy-positive street lighting, ENERGY 114: pp. 40-51.
type of document: Journal paper/Article
number of independent citations: 16
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: 7
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: 24
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: 89
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: 7
language: English
URL 
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: 7
language: English
URL 
Number of independent citations to these publications:160 
Scientometric data
list of publications and citations
number of scientific publications that meet accreditation criteria:
67
number of scientific publications:
69
monographs and professional books:
0
monographs/books in which chapters/sections were contributed:
1 
number of independent citations to scientific publications and creative works:
448


2019. IX. 13.
ODT ülés
Az ODT következő ülésére 2019. november 22-én 10.00 órakor kerül sor a Semmelweis Egyetem Szenátusi termében (Bp. Üllői út 26. I. emelet).

 
All rights reserved © 2007, Hungarian Doctoral Council. Doctoral Council registration number at commissioner for data protection: 02003/0001. Program version: 2.2358 ( 2017. X. 31. )