Csaba Tóth

Joined
September 2020

Names

Csaba Tóth (Preferred)
, 
Csaba Toth
, 
Gábor Csaba Tóth

Emails

****@maths.ox.ac.uk (Confirmed)
, 
****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student
Mathematics, University of Oxford (ox.ac.uk)
2019 – 2025
MS student
University of Oxford (ox.ac.uk)
2017 – 2018

Advisors, Relations & Conflicts

PhD Advisor
Harald Oberhauser
2019 – Present
PhD Advisor
Terry Lyons
2019 – Present

Expertise

Concentration of Measure
, 
Random Projections
, 
Orlicz spaces
2022 – Present
Graph Neural Networks
, 
Graph Kernels
, 
Label Propagation
2022 – Present
Deep Learning for Time Series
, 
Convolutional Neural Networks
, 
Recurrent Neural Networks
, 
Tensor Networks
, 
Transformers
, 
Self-Attention
2020 – Present
Kernel methods
, 
Kernels for Time Series and Sequences
2019 – Present
Scalable Kernel Methods
, 
Random Fourier Features
, 
Low-Rank Kernel Approximations
2019 – Present
Gaussian processes
, 
Variational Methods
, 
Sparse Variational Inference
, 
Variational Auto-Encoders
2018 – Present

Publications

Co-Authors