Robust Pre-Training of Time-Series Foundation Models
- 2025
- IBISML 2025
Poster
Publications
16 results for Vijay E
Memory-Efficient Batching for Time Series Transformer Training: A Systematic Evaluation
- Phanwadee Sinthong
- Nam Nguyen
- et al.
- 2025
- Algorithms
PaperTowards Unbiased Evaluation of Time-series Anomaly Detector
- Debarpan Bhattacharya
- Sumanta Mukherjee
- et al.
- 2025
- ICASSP 2025
Conference paperTiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series
- Vijay E
- Arindam Jati
- et al.
- 2024
- NeurIPS 2024
Conference paperTowards Unbiased Evaluation of Time-series Anomaly Detector
- Debarpan Bhattacharya
- Sumanta Mukherjee
- et al.
- 2024
- NeurIPS 2024
Workshop paperAutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data
- Santosh Palaskar
- Vijay Ekambaram
- et al.
- 2024
- IAAI 2024
Conference paperTSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting
- Vijay Ekambaram
- Arindam Jati
- et al.
- 2023
- KDD 2023
Conference paperHierarchical Proxy Modeling for Improved HPO in Time Series Forecasting
- Arindam Jati
- Vijay Ekambaram
- et al.
- 2023
- KDD 2023
Conference paperDistributed Incremental Machine Learning for Big Time Series Data
- Dhaval Salwala
- Seshu Tirupathi
- et al.
- 2022
- Big Data 2022
Short paperAutomating Complex and Distributed Forecasting Tasks for Faster Supply Chain Decisions
- Vijay E
- Arindam Jati
- et al.
- 2022
- INFORMS 2022
Talk