A rough path between mathematics and data science
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Copies of DataSig Seminar Series presentations can be downloaded by clicking on the event. For some talks, video recordings are also available.

Generally we do not upload the slides and video recordings of RPIG and Scientific Committee meetings. If you are interested in the content thereof, please contact us at info@datasig.ac.uk .

 

DataSıg Seminar Series

aapo hyvarinen

Aapo Hyvärinen

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

Xin Zhang

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

Fabrice Baudoin

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

Josef Teichmann

25 February 2021
Discrete-time signatures and randomness in reservoir computing
xi geng

Xi Geng

17 February 2021
Path Development and the Length Conjecture
julien mairal

Julien Mairal

26 November 2020
On the Happy Marriage of Kernel Methods and Deep Learning
stephane mallat

Stéphane Mallat

12 November 2020
Concentration and Separation in Deep Neural Networks
pierre alqier

Pierre Alquier

04 November 2020
Parametric estimation via MMD optimization: robustness to outliers and dependence
cjsg3

Carl-Johann Simon-Gabriel

22 October 2020
Classifier-based Distribution-Dissimilarities: From Maximum Mean Discrepancies to Adversarial Examples
diehl photo foto

Joscha Diehl

01 October 2020
Tropical time series, iterated-sums signatures and quasisymmetric functions

Conferences and workshops

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
Terry Lyons

Terry Lyons

04 March 2021
Signatures, trees, and PDEs
Terry Lyons

Terry Lyons

26 February 2021
Rough Paths
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14th Oxford-Berlin Young Researchers Meeting on Applied Stochastic Analysis

10 February 2021 to 12 February 2021
Rough Path Analysis and its applications in Applied Stochastic Analysis
Terry Lyons

Terry Lyons

13 January 2021
Structure theorems for streamed information
cris salvi

Cris Salvi

25 September 2020
Distribution Regression for Sequential Data
adeline

Adeline Fermanian

25 September 2020
A generalized signature method for multivariate time series classification
Terry Lyons

Terry Lyons

25 September 2020
From mathematics through rough paths to data science
peter foster

Peter Foster

25 September 2020
Detection of anomalous streams
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Terry Lyons, Xin Zhang, Joscha Diehl and Josef Teichmann

26 August 2020
Rough path theory in machine learning
Max Planck Institute for Mathematics in the Sciences

Terry Lyons, Harald Oberhauser and Hao Ni

11 August 2020 to 14 August 2020
Geometry of curves in time series and shape analysis

Data Science for Mental Health (DS4MH) interest group

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