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Events
Conference / workshop
DataSig Seminar Series
Rough Path Interest Group
Science Committee
DS4MH interest group
Terry Lyons
02 July 2020
Computing the full signature kernel as the solution of a Goursat problem
Imanol Pérez Arribas
25 June 2020
Optimal execution with rough path signatures
Patrick Kidger
24 June 2020
Signatory, signatures, and Neural Controlled Differential Equations
Terry Lyons
23 June 2020
Mathematics of rough paths: action recognition and health
Weinan E
04 June 2020
A mathematical perspective of machine learning
Boumediene Hamzi
27 May 2020
Machine Learning and Dynamical Systems meet in Reproducing Kernel Hilbert Spaces
Jing Dong
14 May 2020
Replica-exchange for non-convex optimization
James Morrill et al
13 May 2020
Neural controlled differential equations
James Foster
11 May 2020
An optimal polynomial approximation of Brownian motion
James Michael Leahy
07 May 2020
Variational principles for fluid dynamics on rough paths
Weijun Xu
30 April 2020
Inverting the signature of a path
Adeline Fermanian
30 April 2020
Learning with signatures: embedding and truncation order selection
Lukasz Szpruch
08 April 2020
Mean-Field Langevin Dynamics, Energy Landscape of Neural Networks and Control Theory
Nikolas Tapia
02 April 2020
Higher-order iterated sums signatures
Maud Lemercier
25 March 2020
Distribution Regression on Streams
Csaba Toth
12 March 2020
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
Marc Sabate Vidales
04 March 2020
Approximating solutions of path dependent PDEs via the Signature method and LSTM
Cris Salvi
19 February 2020
Rough Integration and Signature Kernel
Weixin Yang
13 February 2020
Developing path signature methodology for landmark-based human action recognition
Vicky Kalogeiton
13 February 2020
Understanding actions and interactions in videos
Gang-Ding Peng
06 February 2020
Nonlinear optics
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