Scholar
Bishwamittra Ghosh
Google Scholar ID: xO4PpdAAAAAJ
Postdoctoral Researcher, MPI-SWS, Germany
Citations & Impact
Citations
306
H-index
10
i10-index
12
Publications
20
Co-authors
31
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Publications: ICLR 2025 - Logical Consistency of Large Language Models in Fact-checking; AAAI - Active Fourier Auditor for Estimating Distributional Properties of ML Models.
Research Experience
- Currently a postdoctoral researcher at Max Planck Institute for Software Systems, Germany, working with Krishna P. Gummadi.
Education
- Ph.D. from the School of Computing, National University of Singapore (NUS), graduated on 30 September 2023, supervised by Prof. Kuldeep S. Meel; BSc. in Computer Science and Engineering from Bangladesh University of Engineering and Technology (BUET), graduated in September 2017, undergraduate thesis advised by Dr. Mohammed Eunus Ali.
Background
- Research interests: At the intersection of machine learning and formal methods. Currently working on understanding the foundation of Large Language Models (LLMs), such as memorization and learning, through formal language learning.
Miscellany
- Invited talks at: MPI-SP, Germany; IIT-Delhi AD, UAE; RMIT, Australia; Dagstuhl, Germany; SUTD, Singapore; Saarland University, Germany.
