Maud Lemercier

18 papers A* 5A 1Misc 1Journal 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Novelty detection on path space. CoRR Ioannis Gasteratos, Antoine Jacquier, Maud Lemercier, Terry J. Lyons, Cristopher Salvi
2024	J	`jnl`	A High Order Solver for Signature Kernels. CoRR Maud Lemercier, Terry J. Lyons
2024	J	`jnl`	Novelty Detection on Radio Astronomy Data using Signatures. CoRR Paola Arrubarrena, Maud Lemercier, Bojan Nikolic, Terry J. Lyons, Thomas Cass
2023	A*	`conf`	Neural signature kernels as infinite-width-depth-limits of controlled ResNets. ICML Nicola Muca Cirone, Maud Lemercier, Cristopher Salvi
2023	J	`jnl`	Neural signature kernels as infinite-width-depth-limits of controlled ResNets. CoRR Nicola Muca Cirone, Maud Lemercier, Cristopher Salvi
2023	A*	`conf`	Non-adversarial training of Neural SDEs with signature kernel scores. NeurIPS Zacharia Issa, Blanka Horvath, Maud Lemercier, Cristopher Salvi
2023	J	`jnl`	Non-adversarial training of Neural SDEs with signature kernel scores. CoRR Zacharia Issa, Blanka Horvath, Maud Lemercier, Cristopher Salvi
2022	—	`—`	Learning on sequential data with evolution equations. Maud Lemercier
2022	A*	`conf`	Neural Stochastic PDEs: Resolution-Invariant Learning of Continuous Spatiotemporal Dynamics. NeurIPS Cristopher Salvi, Maud Lemercier, Andris Gerasimovics
2021	A	`conf`	Distribution Regression for Sequential Data. AISTATS Maud Lemercier, Cristopher Salvi, Theodoros Damoulas, Edwin V. Bonilla, Terry J. Lyons
2021	A*	`conf`	Higher Order Kernel Mean Embeddings to Capture Filtrations of Stochastic Processes. NeurIPS Cristopher Salvi, Maud Lemercier, Chong Liu, Blanka Horvath, Theodoros Damoulas, Terry J. Lyons
2021	J	`jnl`	Higher Order Kernel Mean Embeddings to Capture Filtrations of Stochastic Processes. CoRR Cristopher Salvi, Maud Lemercier, Chong Liu, Blanka Horvath, Theodoros Damoulas, Terry J. Lyons
2021	J	`jnl`	Neural Stochastic Partial Differential Equations. CoRR Cristopher Salvi, Maud Lemercier
2021	Misc	`conf`	SK-Tree: a systematic malware detection algorithm on streaming trees via the signature kernel. CSR Thomas Cochrane, Peter Foster, Varun Chhabra, Maud Lemercier, Terry J. Lyons, Cristopher Salvi
2021	J	`jnl`	SK-Tree: a systematic malware detection algorithm on streaming trees via the signature kernel. CoRR Thomas Cochrane, Peter Foster, Varun Chhabra, Maud Lemercier, Cristopher Salvi, Terry J. Lyons
2021	A*	`conf`	SigGPDE: Scaling Sparse Gaussian Processes on Sequential Data. ICML Maud Lemercier, Cristopher Salvi, Thomas Cass, Edwin V. Bonilla, Theodoros Damoulas, Terry J. Lyons
2021	J	`jnl`	SigGPDE: Scaling Sparse Gaussian Processes on Sequential Data. CoRR Maud Lemercier, Cristopher Salvi, Thomas Cass, Edwin V. Bonilla, Theodoros Damoulas, Terry J. Lyons
2020	J	`jnl`	Distribution Regression for Continuous-Time Processes via the Expected Signature. CoRR Maud Lemercier, Cristopher Salvi, Theodoros Damoulas, Edwin V. Bonilla, Terry J. Lyons