Csaba Tóth

18 papers A* 3A 1Misc 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A User's Guide to KSig: GPU-Accelerated Computation of the Signature Kernel.
CoRR
Csaba Tóth, Danilo Jr Dela Cruz, Harald Oberhauser
2025 A conf
Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes.
AISTATS
Csaba Tóth, Masaki Adachi, Michael A. Osborne, Harald Oberhauser
2025 J jnl
Random Fourier Signature Features.
SIAM J. Math. Data Sci.
Csaba Tóth, Harald Oberhauser, Zoltán Szabó
2025 J jnl
Scalable Machine Learning Algorithms using Path Signatures.
CoRR
Csaba Tóth
2024 J jnl
An Artificial Intelligent System for Prostate Cancer Diagnosis in Whole Slide Images.
J. Medical Syst.
Sajib Saha, Janardhan Vignarajan, Adam Flesch, Patrik Jelinko, Petra Gorog, Eniko Szép, Csaba Tóth, Peter Gombas, Tibor Schvarcz, Orsolya Mihaly, Marianna Kapin, Alexandra Zub, Levente Kuthi, Laszlo Tiszlavicz, Tibor Glasz, Shaun Frost
2024 J jnl
Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes.
CoRR
Csaba Tóth, Masaki Adachi, Michael A. Osborne, Harald Oberhauser
2023 J jnl
Random Fourier Signature Features.
CoRR
Csaba Tóth, Harald Oberhauser, Zoltán Szabó
2022 A* conf
Capturing Graphs with Hypo-Elliptic Diffusions.
NeurIPS
Csaba Tóth, Darrick Lee, Celia Hacker, Harald Oberhauser
2022 J jnl
Capturing Graphs with Hypo-Elliptic Diffusions.
CoRR
Csaba Tóth, Darrick Lee, Celia Hacker, Harald Oberhauser
2021 A* conf
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections.
ICLR
Csaba Tóth, Patric Bonnier, Harald Oberhauser
2020 A* conf
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances.
ICML
Csaba Tóth, Harald Oberhauser
2020 J jnl
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections.
CoRR
Csaba Tóth, Patric Bonnier, Harald Oberhauser
2020 J jnl
University rankings from the revealed preferences of the applicants.
Eur. J. Oper. Res.
László Csató, Csaba Tóth
2019 J jnl
Variational Gaussian Processes with Signature Covariances.
CoRR
Csaba Tóth, Harald Oberhauser
2014 J jnl
Composite Bloom Filters for Secure Record Linkage.
IEEE Trans. Knowl. Data Eng.
Elizabeth Ashley Durham, Murat Kantarcioglu, Yuan Xue, Csaba Tóth, Mehmet Kuzu, Bradley A. Malin
2014 Misc conf
SOEMPI: A Secure Open Enterprise Master Patient Index Software Toolkit for Private Record Linkage.
AMIA
Csaba Tóth, Elizabeth Ashley Durham, Murat Kantarcioglu, Yuan Xue, Bradley A. Malin
2013 J jnl
A practical approach to achieve private medical record linkage in light of public resources.
J. Am. Medical Informatics Assoc.
Mehmet Kuzu, Murat Kantarcioglu, Elizabeth Ashley Durham, Csaba Tóth, Bradley A. Malin
2012 — conf
Planning Is the Game: Action Planning as a Design Tool and Game Mechanism.
AIIDE
Rudolf Kadlec, Csaba Tóth, Martin Cerný, Roman Barták, Cyril Brom