Wesley M. Gifford

Researcher, AI, IBM Research

Joined

July 2019

Names

Wesley M. Gifford

Emails

****@us.ibm.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

AI, IBM Research (ibm.com)

2010 – Present

PhD student

Electrical Engineering and Computer Science, Massachusetts Institute of Technology (mit.edu)

2001 – 2010

Advisors, Relations & Conflicts

PhD Advisor

2002 – 2010

Expertise

Time Series Forecasting

2017 – Present

Automated AI

2018 – 2020

Time of arrival estimation

2008 – 2010

Wireless communications

,

multiple antenna systems

,

channel modeling

2002 – 2010

Publications

TSDINO: Teacher–Student Self-Distillation Framework for Robust Pre-training of Time-Series Foundation Models
Takayuki Katsuki, Tomoya Sakai, Haoxiang Qiu, Vijay Ekambaram, Kyongmin Yeo, Arindam Jati, Sumanta Mukherjee, Subodh Kumar, Pankaj Dayama, Wesley M. Gifford, Chandra Reddy, Jayant Kalagnanam
- Submitted to ICLR 2026
- Readers: Everyone
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 Poster
- Readers: Everyone
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
- ICLR 2026 Poster
- Readers: Everyone
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
- NeurIPS 2024 poster
- Readers: Everyone
Thematic Distillation and Point of View Extraction for Enterprise-Level Documents
Elham Khabiri, Wesley M. Gifford, Pietro Mazzoleni, Dharmesh Vadgama
- 2018 (modified: 02 Mar 2020)
- AAAI Workshops 2018
- Readers: Everyone

Co-Authors