A rough path between mathematics and data science
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Paul Moore

Paul Moore

14 October 2020
The UK Domestic Appliance-Level Electricity (UK-DALE) dataset
diehl photo foto

Joscha Diehl

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

Jeremias Knoblauch

30 September 2020
Generalized Variational Inference: Three arguments for deriving new Posteriors
Andrew Mcleod

Andrew McLeod

30 September 2020
Empirical interpolation
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
Jose Blanchet

Jose Blanchet

17 September 2020
On Wasserstein projections
Bo Wang

Bo Wang

09 September 2020
Applied Machine Learning in Mental Health
Weixin Yang

Weixin Yang

09 September 2020
Path recovery from signature feature representation
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Michael Moor

03 September 2020
Topological representation learning
Harald Oberhauser

Harald Oberhauser

02 September 2020
Higher rank signatures
thomas cass

Thomas Cass

02 September 2020
Some thoughts on the asymptotic theory of the Signature
Bojan Nikolic

Bojan Nikolic

02 September 2020
Improving COVID-19 contact tracing using wearable humidity sensors
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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
Vidit Nanda

Vidit Nanda

06 August 2020
Path signatures in topology, dynamics and data analysis
Yue Wu

Yue Wu

05 August 2020
Semi-implicit Taylor schemes for stiff rough differential equations
Franck Gabriel - photo

Franck Gabriel

23 July 2020
Artificial Neural Networks and Kernel Methods
Kevin Schlegel

Kevin Schlegel

22 July 2020
Self-supervised learning of interpretable keypoints from unlabelled videos
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Csaba Toth and Patric Bonnier

22 July 2020
Seq2Tens: An efficient representation of sequences by low-rank tensor projections
horatio

Horatio Boedihardjo

09 July 2020
Characterising the set of (untruncated) signatures
Anna Seigal

Anna Seigal

08 July 2020
Signatures of piecewise Lie paths