About us
The Approximate Inference lab is a research group in the Aalto University Department of Computer Science. Our work centers on developing robust and sample efficient methods for simulation-based inference. Check this page to know more about our research.
People
Principal Investigator
Ayush Bharti
Academy Research Fellow
PhD Students
Yuga Hikida
PhD Student
Visiting Researchers
Harita Dellaporta
Visiting researcher
Trung Hoang
Visiting researcher
William Laplante
Visiting researcher
Publications
(2026).
Amortised and provably-robust simulation-based inference.
In review.
(2025).
Multilevel neural simulation-based inference.
In NeurIPS.
(2025).
Cost-aware simulation-based inference.
In AISTATS.
Contact
- Konemiehentie 2, Espoo, 02150