Distributed AutoML of Incremental Machine Learning Algorithms
- 2025
- ICLR 2025
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11 results for Seshu Tirupathi
Usage Governance Advisor: from Intent to AI Governance
- 2025
- AAAI 2025
Addressing Data Scarcity and Distribution Shifts in Communication Networks Using Pre-trained Transformers and Transfer Learning
- Subina Khanal
- Seshu Tirupathi
- et al.
- 2025
- AAAI 2025
Usage Governance Advisor: From Intent to AI Governance
- 2025
- AAAI 2025
Online Learning and Model Pruning Against Concept Drifts in Edge Devices
- Simone Magnani
- Seshu Tirupathi
- et al.
- 2024
- NetSoft 2024
Domain Adaptation for Time series Transformers using One-step fine-tuning
- Subina Khanal
- Seshu Tirupathi
- et al.
- 2024
- AAAI 2024
Machine Learning Platform for Extreme Scale Computing on Compressed IoT Data
- 2022
- Big Data 2022
Prequential Model Selection for Time Series Forecasting based on Saliency Maps
- 2022
- Big Data 2022
Federated Continual Learning with Differentially Private Data Sharing
- 2022
- NeurIPS 2022
Scalable Distributed Computing Systems for Incremental Machine Learning in Big Data Applications
- 2022
- INFORMS 2022