Department of Computer Science
Dr Rohit Babbar
Rohit is a Senior Lecturer in the department of Computer Science at the University of Bath. Before this, he was an Assistant Professor at Aalto University in Finland, and a post-doc at Max-Planck Institute for Intelligent Systems, Germany.
The focus of his current research is on : (i) supervised learning problems with large label spaces, (ii) learning with long-tailed data, and under label/input noise, (iii) sparse neural networks for energy & memory efficient training/fine-tuning with LLMs, and (iv) generalisation/robustness in deep learning. Some of his works on developing memory efficient algorithms on commodity GPUs have been published in ECML 2023 and NeurIPS 2024. Other works on proposing evaluation metrics for long-tail data in large output space, their statistical properties and optimal classifiers have been published in ICLR 2024, NeurIPS 2023, and KDD 2022.
Research interests :
University of Bath Research Portal:
Rohit Babbar — the University of Bath’s research portal
Research interests:
Department of Mechanical Engineering
Research interests
Research Interests:
Department of Architecture and Civil Engineering
Jun’s research concerns the hydrodynamic loadings on urban, coastal and offshore structures and the impact of extreme events on such structures.
Department for Health
Department of Economics
Ron’s research is in algorithmic game theory and internet economics