Zhanghu Zhao

I am a Doctoral Researcher in the Probabilistic Machine Learning Group at Aalto University, supervised by Prof. Samuel Kaski. I develop amortized methods for fast Bayesian inference, experimental design, and optimization.

Publications

2026
Amortized Bayesian Experimental Design with In-Context Knowledge Conditioning Zhanghu Zhao, Daolang Huang, Xinyi Wen, Samuel Kaski NeurIPS 2026 Poster
A design policy trained once that takes prior knowledge about the task in context, so it can choose informative experiments for a new problem in a single forward pass.
- Paper
- Code
- Project page