A rough path between mathematics and data science
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Csaba Toth

Csaba Toth

10 December 2021
Randomized signature features for scalable approximation of the signature kernel
ming min

Ming Min

09 December 2021
Smoothness of Directed Chain SDEs and Applications
mohamed ibrahim

Mohamed Ibrahim

01 December 2021
ImageSig: A signature transform for ultra-lightweight image
paul hager

Paul Hager

01 December 2021
Optimal Stopping with Signatures - Reinforced Optimal Control
sam morley

Sam Morley

24 November 2021
Esig Paths: Return of the Signatures
ben chamberlain

Ben Chamberlain and James Rowbottom

24 November 2021
GRAND: Graph Neural Diffusion | Beltrami Flow and Neural Diffusion on Graphs
nima dehmamy

Nima Dehmamy

23 November 2021
Automatic Symmetry Discovery with Lie Algebra Convolutional Network
cris salvi

Cris Salvi

17 November 2021
Neural Stochastic PDEs
Nikola Kovachki

Nikola Kovachki

11 November 2021
Operator Learning and Conditional Measure Transport
ox brand1 pos

James Thornton and Valentin De Bortoli

10 November 2021
Score based Generative Modeling and the Diffusion Schrödinger Bridge
cris salvi

Cris Salvi

03 November 2021
Towards Neural Stochastic PDEs
sheoyon jhin

Sheo Yon Jhin

03 November 2021
Attentive Neural Controlled Differential Equations
Andrew Mcleod

Andrew McLeod

27 October 2021
Generalised Recombination Interpolation Method
ox brand1 pos

Alain Rossier

27 October 2021
Asymptotic analysis of deep residual networks
george j wynne

George Wynne

14 October 2021
Kernel-based Statistical Methods for Functional Data
Yue Wu

Yue Wu

13 October 2021
The random periodic solution of a stochastic differential equation with a monotone drift and its numerical approximation
andris gerasimovics

Andris Gerasimovics

13 October 2021
Feature Engineering with Regularity Structures
yuzuru inahama

Yuzuru Inahama

22 September 2021
Stochastic Flows and Rough Differential Equations on Foliated Spaces
hong yan

Hong Yan

08 September 2021
Co-clustering Analysis of Multidimensional Big Data
icerm

ICERM in partnership with DataSıg

06 July 2021 to 09 July 2021
Applications of Rough Paths: Computational Signatures and Data Science
pku bicmr 2

UCL-PKU Workshop

15 June 2021
Rough Paths and Machine Learning
blanka horvath

Blanka Horvath

10 June 2021
Refining Data-Driven Market Simulators and Managing their Risks
ismael bailleul

Ismaël Bailleul

03 June 2021
Kinetic Brownian motion in the diffeomorphism group of a closed Riemannian manifold
Yue Wu

Yue Wu

26 May 2021
Deterioration prediction on MIMIC3 data and DECOVID data