A MACHINE LEARNING APPROACH FOR DYNAMICAL MASS MEASUREMENTS OF GALAXY CLUSTERS
Ntampaka, M., Trac, H., Sutherland, D. J., Battaglia, N., Póczos, B., Schneider, J.
Published in The Astrophysical journal (20.04.2015)
Published in The Astrophysical journal (20.04.2015)
Get full text
Journal Article
DYNAMICAL MASS MEASUREMENTS OF CONTAMINATED GALAXY CLUSTERS USING MACHINE LEARNING
Ntampaka, M., Trac, H., Sutherland, D. J., Fromenteau, S., Póczos, B., Schneider, J.
Published in The Astrophysical journal (10.11.2016)
Published in The Astrophysical journal (10.11.2016)
Get full text
Journal Article
End-to-end jet classification of quarks and gluons with the CMS Open Data
Andrews, M., Alison, J., An, S., Burkle, B., Gleyzer, S., Narain, M., Paulini, M., Poczos, B., Usai, E.
Published in Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment (11.10.2020)
Published in Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment (11.10.2020)
Get full text
Journal Article
End-to-End Event Classification of High-Energy Physics Data
Andrews, M, Paulini, M, Gleyzer, S, Poczos, B
Published in Journal of physics. Conference series (01.09.2018)
Published in Journal of physics. Conference series (01.09.2018)
Get full text
Journal Article
End-to-End Physics Event Classification with CMS Open Data: Applying Image-Based Deep Learning to Detector Data for the Direct Classification of Collision Events at the LHC
Andrews, M., Paulini, M., Gleyzer, S., Poczos, B.
Published in Computing and software for big science (01.12.2020)
Published in Computing and software for big science (01.12.2020)
Get full text
Journal Article
Hidden Markov model finds behavioral patterns of users working with a headmouse driven writing tool
Hevizi, G., Biczo, M., Poczos, B., Szabo, Z., Takics, B., Lorincz, A.
Published in 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) (2004)
Published in 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) (2004)
Get full text
Conference Proceeding
Neural Kalman filter
Szirtes, Gábor, Póczos, Barnabás, Lőrincz, András
Published in Neurocomputing (Amsterdam) (01.06.2005)
Published in Neurocomputing (Amsterdam) (01.06.2005)
Get full text
Journal Article
Cross-Entropy Optimization for Independent Process Analysis
SZABO, Zoltan, POCZOS, Barnabas, LORINCZ, Andras
Published in Independent Component Analysis and Blind Signal Separation (2006)
Published in Independent Component Analysis and Blind Signal Separation (2006)
Get full text
Book Chapter
Conference Proceeding
Independent Subspace Analysis on Innovations
POCZOS, Barnabas, TAKACS, Balint, LÖRINCZ, Andras
Published in Lecture notes in computer science (2005)
Published in Lecture notes in computer science (2005)
Get full text
Book Chapter
Conference Proceeding
Dynamical Mass Measurements of Contaminated Galaxy Clusters Using Machine Learning
Ntampaka, M, Trac, H, Sutherland, D J, Fromenteau, S, Poczos, B, Schneider, J
Published in arXiv.org (25.10.2016)
Published in arXiv.org (25.10.2016)
Get full text
Paper
Journal Article