Kernels for sequentially ordered data

29 January 2016

Papers citing "Kernels for sequentially ordered data"

19 / 19 papers shown

Title
Signature Isolation Forest Guillaume Staerman M. Campi Gareth W. Peters Tomoko Matsui 53 0 0 07 Mar 2024
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes Georg Manten Cecilia Casolo E. Ferrucci Søren Wengel Mogensen C. Salvi Niki Kilbertus CML BDL 44 8 0 28 Feb 2024
Kernelized Cumulants: Beyond Kernel Mean Embeddings Patric Bonnier Harald Oberhauser Zoltan Szabo 28 5 0 29 Jan 2023
A kernel Stein test of goodness of fit for sequential models Jerome Baum Heishiro Kanagawa A. Gretton 24 9 0 19 Oct 2022
Chaotic Hedging with Iterated Integrals and Neural Networks Ariel Neufeld Philipp Schmocker 39 10 0 21 Sep 2022
Capturing Graphs with Hypo-Elliptic Diffusions Csaba Tóth Darrick Lee Celia Hacker Harald Oberhauser 18 12 0 27 May 2022
Maximum Mean Discrepancy on Exponential Windows for Online Change Detection Florian Kalinke Marco Heyden Edouard Fouché Klemens Bohm Klemens Böhm 24 0 0 25 May 2022
2-d signature of images and texture classification Shenmin Zhang Guang Lin S. Tindel 35 4 0 10 May 2022
Signature and Log-signature for the Study of Empirical Distributions Generated with GANs J. Curtò I. D. Zarzà Hong-Mei Yan Carlos T. Calafate 23 1 0 07 Mar 2022
Amortised Likelihood-free Inference for Expensive Time-series Simulators with Signatured Ratio Estimation Joel Dyer Patrick W Cannon Sebastian M. Schmon 28 9 0 23 Feb 2022
Feature Engineering with Regularity Structures I. Chevyrev A. Gerasimovičs H. Weber 30 10 0 12 Aug 2021
Efficient and Accurate Gradients for Neural SDEs Patrick Kidger James Foster Xuechen Li Terry Lyons DiffM 24 60 0 27 May 2021
Generalized iterated-sums signatures J. Diehl K. Ebrahimi-Fard Nikolas Tapia 26 11 0 08 Dec 2020
Discrete-time signatures and randomness in reservoir computing Christa Cuchiero Lukas Gonon Lyudmila Grigoryeva Juan-Pablo Ortega Josef Teichmann 24 45 0 17 Sep 2020
Neural Controlled Differential Equations for Irregular Time Series Patrick Kidger James Morrill James Foster Terry Lyons AI4TS 25 449 0 18 May 2020
Signatory: differentiable computations of the signature and logsignature transforms, on both CPU and GPU Patrick Kidger Terry Lyons 32 83 0 03 Jan 2020
Deep Signature Transforms Patrick Kidger Patrick Kidger Imanol Perez Arribas C. Salvi Terry Lyons SLR 27 126 0 21 May 2019
Signature moments to characterize laws of stochastic processes I. Chevyrev Harald Oberhauser 10 108 0 25 Oct 2018
Sketching the order of events Terry Lyons Harald Oberhauser 19 5 0 31 Aug 2017