A rough path between mathematics and data science
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An Introduction to Machine Learning in Quantitative Finance - cover

Hao Ni, Xin Dong, Jinsong Zheng and Guangxi Yu

24 May 2021
An Introduction to Machine Learning in Quantitative Finance
richard samworth

Richard Samworth

13 May 2021
High-dimensional, multiscale online changepoint detection
yao lu

Yao Lu

12 May 2021
Bidirectional Self-Normalizing Neural Networks
peter friz

Peter K Friz

06 May 2021
New perspectives on rough paths, signatures and signature cumulants
cris salvi

Cris Salvi

05 May 2021
Conditioning on the past to understand how the future might look
alexander schell

Alexander Schell

05 May 2021
Nonlinear independent component analysis for continuous-time signals
aapo hyvarinen

Aapo Hyvärinen

29 April 2021
Nonlinear Independent Component Analysis: Identifiability, Self-Supervised Learning, and Likelihood
peter foster

Peter Foster

26 April 2021
How do ZIP files work?
Hao Ni

Hao Ni

21 April 2021
The development of the (expected) signature
xin zhang

Xin Zhang

21 April 2021
Learning developmental path signature features with deep learning framework for infant cognitive scores prediction
James Foster

James Foster

14 April 2021
Numerical simulation of Langevin diffusions for high-dimensional sampling
chong liu 2 l

Chong Liu

14 April 2021
Adapted Topologies and Higher Rank Signatures
sina alemohammad

Sina Alemohammad

08 April 2021
The recurrent neural tangent kernel
fabrice baudoin

Fabrice Baudoin

25 March 2021
Asymptotic windings of the block determinants of a unitary Brownian motion and related diffusions
Terry Lyons

Terry Lyons

25 March 2021
From rough paths to streamed data
Weixin Yang

Weixin Yang

17 March 2021
Lip reading based on 3D landmarks
dendrite no logo

INI Newton Gateway to Mathematics in partnership with DataSıg

16 March 2021
Unlocking Data Streams
Terry Lyons

Terry Lyons

12 March 2021
Signatures, trees and pdes
Harald Oberhauser

Harald Oberhauser

12 March 2021
Some Applications of Expected Signatures
Hao Ni

Hao Ni

12 March 2021
Conditional Sig-Wasserstein Generative models
adeline

Adeline Fermanian

12 March 2021
A statistical point of view on signatures
yuliy baryshnikov

Yuliy Baryshnikov

11 March 2021
Oriented areas and chain of offsets models
michael brenner

Michael Brenner

04 March 2021
Machine Learning for Partial Differential Equations
Terry Lyons

Terry Lyons

04 March 2021
Signatures, trees, and PDEs