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Cristopher Salvi

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

6

Venues

3

Active years

2021–2025

Best venue rank

A*

Where they publish

Papers

6 indexed papers, newest first.

YearVenueTitleAuthors
2025ICLRSigDiffusions: Score-Based Diffusion Models for Time Series via Log-Signature Embeddings.Barbora Barancikova, Zhuoyue Huang, Cristopher Salvi
2025ICLRSignature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes.Georg Manten, Cecilia Casolo, Emilio Ferrucci, Sren Wengel Mogensen, Cristopher Salvi, Niki Kilbertus
2023ICMLNeural signature kernels as infinite-width-depth-limits of controlled ResNets.Nicola Muca Cirone, Maud Lemercier, Cristopher Salvi
2021AISTATSDistribution Regression for Sequential Data.Maud Lemercier, Cristopher Salvi, Theodoros Damoulas, Edwin V. Bonilla, Terry J. Lyons
2021ICMLSigGPDE: Scaling Sparse Gaussian Processes on Sequential Data.Maud Lemercier, Cristopher Salvi, Thomas Cass, Edwin V. Bonilla, Theodoros Damoulas, Terry J. Lyons
2021ICMLNeural Rough Differential Equations for Long Time Series.James Morrill, Cristopher Salvi, Patrick Kidger, James Foster