Scholar
Avishek Ghosh
Google Scholar ID: 8y0Dg5cAAAAJ
Assistant Professor, Dept. of Computer Science & Engg., IIT Bombay
Citations & Impact
Citations
2,255
H-index
16
i10-index
21
Publications
20
Co-authors
18
list available
Publications
Resume (English only)
Academic Achievements
- Paper 'Near Optimal Best Arm Identification for Clustered Bandits' accepted at ICML 2025
- Paper 'Learning and Generalization With Mixture Data' accepted at IEEE ISIT 2025
- Preprint 'On the Theory of Continual Learning with Gradient Descent for Neural Networks' released Oct 2025
- Preprint 'LocalKMeans: Convergence of Lloyd's Algorithm with Distributed Local Iterations' released May 2025
- Preprint 'Incentivize Contribution and Learn Parameters Too: Federated Learning with Strategic Data Owners' released May 2025
- Invited talk on non-convex optimization at Probability Seminar, University of Bristol, Feb 2025
- Invited talk on multi-agent bandits at RL Workshop 2025, IISc Bangalore, Jan 2025
Research Experience
- Currently Assistant Professor, Department of Computer Science and Engineering, IIT Bombay
- Previously Assistant Professor at Centre for Systems and Control Engineering (SysCon), IIT Bombay
- Postdoctoral fellow at Halıcıoğlu Data Science Institute (HDSI), UC San Diego, working with Prof. Arya Mazumdar and Prof. Tara Javidi
- Visiting Researcher at UC San Diego (TILOS visitor), May–June 2025; host: Prof. Arya Mazumdar
- Visiting Researcher at School of Mathematics, University of Bristol, Feb–Mar 2025; host: Prof. A. Ganesh
