2024 "amortized inference" Papers

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Amortized Equation Discovery in Hybrid Dynamical Systems

Yongtuo Liu, Sara Magliacane, Miltiadis (Miltos) Kofinas et al.

ICML 2024posterarXiv:2406.03818

Amortizing Pragmatic Program Synthesis with Rankings

Yewen Pu, Saujas Vaduguru, Priyan Vaithilingam et al.

ICML 2024posterarXiv:2407.02499

An amortized approach to non-linear mixed-effects modeling based on neural posterior estimation

Jonas Arruda, Yannik Schälte, Clemens Peiter et al.

ICML 2024poster

Bayesian Program Learning by Decompiling Amortized Knowledge

Alessandro Palmarini, Christopher Lucas, Siddharth N

ICML 2024posterarXiv:2306.07856

Direct Amortized Likelihood Ratio Estimation

Adam Cobb, Brian Matejek, Daniel Elenius et al.

AAAI 2024paperarXiv:2311.10571

Meta-Reinforcement Learning Robust to Distributional Shift Via Performing Lifelong In-Context Learning

TengYe Xu, Zihao Li, Qinyuan Ren

ICML 2024poster