Distributed AutoML of Incremental Machine Learning AlgorithmsSeshu TirupathiDhaval Salwala2025ICLR 2025
Addressing Data Scarcity and Distribution Shifts in Communication Networks Using Pre-trained Transformers and Transfer LearningSubina KhanalSeshu Tirupathiet al.2025AAAI 2025
Online Learning and Model Pruning Against Concept Drifts in Edge DevicesSimone MagnaniSeshu Tirupathiet al.2024NetSoft 2024
Domain Adaptation for Time series Transformers using One-step fine-tuningSubina KhanalSeshu Tirupathiet al.2024AAAI 2024
Machine Learning Platform for Extreme Scale Computing on Compressed IoT DataSeshu TirupathiDhaval Salwalaet al.2022Big Data 2022
Prequential Model Selection for Time Series Forecasting based on Saliency MapsSHIVANI TOMARSeshu Tirupathiet al.2022Big Data 2022
Federated Continual Learning with Differentially Private Data SharingGiulio ZizzoAmbrish Rawatet al.2022NeurIPS 2022
Scalable Distributed Computing Systems for Incremental Machine Learning in Big Data ApplicationsDhaval SalwalaSeshu Tirupathiet al.2022INFORMS 2022