Maud Lemercier

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Gaussian Process

Stochastic Processes

Top Venues

Publications

Paola Arrubarrena, Maud Lemercier, Bojan Nikolic, Terry J. Lyons, Thomas Cass
Novelty Detection on Radio Astronomy Data using Signatures. CoRR (2024)
Maud Lemercier, Terry J. Lyons
A High Order Solver for Signature Kernels. CoRR (2024)
Zacharia Issa, Blanka Horvath, Maud Lemercier, Cristopher Salvi
Non-adversarial training of Neural SDEs with signature kernel scores. CoRR (2023)
Zacharia Issa, Blanka Horvath, Maud Lemercier, Cristopher Salvi
Non-adversarial training of Neural SDEs with signature kernel scores. NeurIPS (2023)
Nicola Muca Cirone, Maud Lemercier, Cristopher Salvi
Neural signature kernels as infinite-width-depth-limits of controlled ResNets. CoRR (2023)
Nicola Muca Cirone, Maud Lemercier, Cristopher Salvi
Neural signature kernels as infinite-width-depth-limits of controlled ResNets. ICML (2023)
Cristopher Salvi, Maud Lemercier, Andris Gerasimovics
Neural Stochastic PDEs: Resolution-Invariant Learning of Continuous Spatiotemporal Dynamics. NeurIPS (2022)
Cristopher Salvi, Maud Lemercier, Chong Liu, Blanka Hovarth, Theodoros Damoulas, Terry J. Lyons
Higher Order Kernel Mean Embeddings to Capture Filtrations of Stochastic Processes. CoRR (2021)
Thomas Cochrane, Peter Foster, Varun Chhabra, Maud Lemercier, Cristopher Salvi, Terry J. Lyons
SK-Tree: a systematic malware detection algorithm on streaming trees via the signature kernel. CoRR (2021)
Cristopher Salvi, Maud Lemercier, Chong Liu, Blanka Horvath, Theodoros Damoulas, Terry J. Lyons
Higher Order Kernel Mean Embeddings to Capture Filtrations of Stochastic Processes. NeurIPS (2021)
Maud Lemercier, Cristopher Salvi, Thomas Cass, Edwin V. Bonilla, Theodoros Damoulas, Terry J. Lyons
SigGPDE: Scaling Sparse Gaussian Processes on Sequential Data. ICML (2021)
Maud Lemercier, Cristopher Salvi, Thomas Cass, Edwin V. Bonilla, Theodoros Damoulas, Terry J. Lyons
SigGPDE: Scaling Sparse Gaussian Processes on Sequential Data. CoRR (2021)
Cristopher Salvi, Maud Lemercier
Neural Stochastic Partial Differential Equations. CoRR (2021)
Thomas Cochrane, Peter Foster, Varun Chhabra, Maud Lemercier, Terry J. Lyons, Cristopher Salvi
SK-Tree: a systematic malware detection algorithm on streaming trees via the signature kernel. CSR (2021)
Maud Lemercier, Cristopher Salvi, Theodoros Damoulas, Edwin V. Bonilla, Terry J. Lyons
Distribution Regression for Sequential Data. AISTATS (2021)
Maud Lemercier, Cristopher Salvi, Theodoros Damoulas, Edwin V. Bonilla, Terry J. Lyons
Distribution Regression for Continuous-Time Processes via the Expected Signature. CoRR (2020)