Scholar
Ayush Bharti
Google Scholar ID: 6_7vkiUAAAAJ
Academy research fellow at Aalto University
Citations & Impact
Citations
223
H-index
9
i10-index
9
Publications
20
Co-authors
27
list available
Publications
Resume (English only)
Academic Achievements
- Multiple papers accepted at top-tier conferences including NeurIPS (2023, 2025), ICLR (2025), ICML (2022, 2023), AISTATS (2025), and UAI (2024).
- Received the Academy Research Fellowship grant from the Research Council of Finland in June 2024.
- Paper 'Bayesian Active Learning in the Presence of Nuisance Parameters' received an oral presentation at UAI 2024.
- Co-organized the FCAI-Turing Meetup with Dr. F.-X. Briol in 2022 to foster collaboration between the Turing Institute and FCAI.
- Joint work with Assoc. Prof. Troels Pedersen published in IEEE Transactions on Antennas and Propagation (2021), featured on the Alan Turing Institute blog.
Background
- Currently an Academy Research Fellow at the Department of Computer Science, Aalto University, funded by the Research Council of Finland.
- Leads the Approximate Inference Lab.
- ELLIS Member and affiliated with the Finnish Centre for Artificial Intelligence (FCAI).
- Primary research area is simulation-based inference (also known as likelihood-free inference).
- Focuses on developing approximate inference methods that are robust to model misspecification and computationally efficient.
