Publications

Yujia Guo, Daolang Huang, Xinyu Zhang, Sammie Katt, Samuel Kaski, Ayush Bharti (2026). Constrained Bayesian Experimental Design via Online Planning. In ICML.

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William Laplante, Yuga Hikida, Harita Dellaporta, François-Xavier Briol, Ayush Bharti (2026). Conservative neural posterior estimation via distributionally robust training. Under review.

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Yuga Hikida, Ayush Bharti, Niall Jeffrey, François-Xavier Briol (2025). Multilevel neural simulation-based inference. In NeurIPS.

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Ayush Bharti, Daolang Huang, Samuel Kaski, François-Xavier Briol (2025). Cost-aware simulation-based inference. In AISTATS.

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