Gifford, Wesley M.

3 publications

ICLR 2026 Adaptive Conformal Anomaly Detection with Time Series Foundation Models for Signal Monitoring. Natalia Martinez, Fearghal O'Donncha, Wesley M. Gifford, Nianjun Zhou, Dhaval C Patel, Roman Vaculin

ICLR 2026 TSPulse: Tiny Pre-Trained Models with Disentangled Representations for Rapid Time-Series Analysis Vijay Ekambaram, Subodh Kumar, Arindam Jati, Sumanta Mukherjee, Tomoya Sakai, Pankaj Dayama, Wesley M. Gifford, Jayant Kalagnanam

NeurIPS 2024 Tiny Time Mixers (TTMs): Fast Pre-Trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series Vijay Ekambaram, Arindam Jati, Pankaj Dayama, Sumanta Mukherjee, Nam H. Nguyen, Wesley M. Gifford, Chandra Reddy, Jayant Kalagnanam