Publications

86 results for Jayant Kalagnanam

FailureSensorIQ: A Multi-Choice QA Dataset for Understanding Sensor Relationships and Failure Modes
- - Christodoulos Constantinides
  - Dhaval Patel
  - et al.
- 2025
- NeurIPS 2025
Memory-Efficient Batching for Time Series Transformer Training: A Systematic Evaluation
- - Phanwadee Sinthong
  - Nam Nguyen
  - et al.
- 2025
- Algorithms
Convergence-Guaranteed Elastic Net Graphical Model Estimation with Applications to Anomaly Localization
- - Dzung T. Phan
  - Matt Menickelly
  - et al.
- 2025
- SDM 2025
Deep Policy Iteration with Integer Programming for Inventory Management
- - Pavithra Harsha
  - Ashish Jagmohan
  - et al.
- 2025
- Manuf. Serv. Oper. Manage.
QoS-Aware Service Composition: A Retrospective
- - Liangzhao Zeng
  - Boualem Benatallah
  - et al.
- 2025
- IEEE Transactions on Software Engineering
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
Identifying Homogeneous and Interpretable Groups for Conformal Prediction
- - Natalia Martinez Gil
  - Dhaval Patel
  - et al.
- 2024
- UAI 2024
Multi-polytope Machine for Classification
- - Dzung Phan
  - Lam Nguyen
  - et al.
- 2024
- SDM 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