Towards Unbiased Evaluation of Time-series Anomaly Detector
- Debarpan Bhattacharyya
- Sumanta Mukherjee
- et al.
- 2025
- ICASSP 2025
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14 results for Vijay E
Tiny 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
Towards Unbiased Evaluation of Time-series Anomaly Detector
- Debarpan Bhattacharyya
- Sumanta Mukherjee
- et al.
- 2024
- NeurIPS 2024
AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data
- Santosh Palaskar
- Vijay Ekambaram
- et al.
- 2024
- IAAI 2024
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting
- Vijay Ekambaram
- Arindam Jati
- et al.
- 2023
- KDD 2023
Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting
- Arindam Jati
- Vijay Ekambaram
- et al.
- 2023
- KDD 2023
Distributed Incremental Machine Learning for Big Time Series Data
- Dhaval Salwala
- Seshu Tirupathi
- et al.
- 2022
- Big Data 2022
Hyperparameter Optimization over Data Hierarchy for Model Selection in Time Series Forecasting
- Arindam Jati
- Vijay E
- et al.
- 2022
- INFORMS 2022
Automating Complex and Distributed Forecasting Tasks for Faster Supply Chain Decisions
- Vijay E
- Arindam Jati
- et al.
- 2022
- INFORMS 2022
New Product Multimodal Demand Forecasting For Fashion Retail
- Vijay E
- Kushagra Manglik
- et al.
- 2021
- INFORMS 2021