Pankaj Dayama

Researcher, International Business Machines

Joined

July 2019

Names

Pankaj Dayama

Emails

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

Personal Links

Career & Education History

Researcher

International Business Machines (ibm.com)

2012 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Time Series Analysis

Present

Time Series Foundation Models

Present

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
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
Towards Unbiased Evaluation of Time-series Anomaly Detector
Debarpan Bhattacharya, Sumanta Mukherjee, Chandramouli Kamanchi, Vijay Ekambaram, Arindam Jati, Pankaj Dayama
- NeurIPS 2024 TSALM Workshop
- 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
Threats and Trade-Offs in Resource Critical Crowdsourcing Tasks Over Networks
Swaprava Nath, Pankaj Dayama, Dinesh Garg, Y. Narahari, James Y. Zou
- 2012 (modified: 16 Jul 2019)
- AAAI 2012
- Readers: Everyone

Co-Authors