Mary E. Lofton

Postdoc, Center for Ecosystem Forecasting, Virginia Polytechnic Institute and State University

Joined

September 2024

Names

Mary E. Lofton (Preferred)

Emails

****@vt.edu (Confirmed)

Personal Links

Career & Education History

Postdoc

Center for Ecosystem Forecasting, Virginia Polytechnic Institute and State University (vt.edu)

2022 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Investigating a Model-Agnostic and Imputation-Free Approach for Irregularly-Sampled Multivariate Time-Series Modeling
Abhilash Neog, Arka Daw, Sepideh Fatemi, Medha Sawhney, Aanish Pradhan, Mary E. Lofton, Bennett J. McAfee, Adrienne Breef-Pilz, Heather L. Wander, Dexter W Howard, Cayelan C. Carey, Paul Hanson, Anuj Karpatne
- Accepted by TMLR
- Readers: Everyone
Toward Scientific Foundation Models for Aquatic Ecosystems
Abhilash Neog, Medha Sawhney, Kazi Sajeed Mehrab, Sepideh Fatemi, Mary E. Lofton, Amartya Dutta, Aanish Pradhan, Bennett J. McAfee, Emma Marchisin, Robert Ladwig, Arka Daw, Cayelan C. Carey, Paul Hanson, Anuj Karpatne
- FMSD @ ICML 2025
- Readers: Everyone
Masking the Gaps: An Imputation-Free Approach to Time Series Modeling with Missing Data
Abhilash Neog, Arka Daw, Sepideh Fatemi Khorasgani, Aanish Pradhan, Mary E. Lofton, Bennett J. McAfee, Adrienne Breef-Pilz, Heather L. Wander, Dexter W Howard, Cayelan Carey, Paul Hanson, Anuj Karpatne
- Submitted to ICLR 2025
- Readers: Everyone

Co-Authors