Thomas Cass

3 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (5) 🗺️ Taxonomy Completionist (10)

Conferences

ICML (2) JMLR (1)

Top co-authors

Nikita Zozoulenko (2) Lukas Gonon (2) Edwin V. Bonilla (1) Terry J Lyons (1) Maud Lemercier (1) Cristopher Salvi (1) Theodoros Damoulas (1)

Research topics

Keywords

time series (2) anomaly detection (1) gaussian processes (1) gaussian process (1) sparse approximation (1) novelty detection (1) mahalanobis distance (1) sequential datum (1) signature kernel (1) covariance operator (1) tikhonov regularization (1) variational inference (1) kernel methods (1)

Papers

Random Feature Representation Boosting ICML 2025

Infinite-dimensional Mahalanobis Distance with Applications to Kernelized Novelty Detection JMLR 2025

SigGPDE: Scaling Sparse Gaussian Processes on Sequential Data ICML 2021