most citedAmortized In-Context Bayesian Posterior Estimation

2 citations · 4 across the 3 of their papers we have counts for

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cs.LG2026

Inverting Foundation Models of Brain Function with Simulation-Based Inference

Niels Leif Bracher, Xavier Intes, Stefan T. Radev

Foundation models of brain activity promise a new frontier for in silico neuroscience by emulating neural responses to complex stimuli across tasks and modalities. A natural next s…

cs.LG2025★ 2 cited

Amortized In-Context Bayesian Posterior Estimation

Sarthak Mittal, Niels Leif Bracher, Guillaume Lajoie +2

Bayesian inference provides a natural way of incorporating prior beliefs and assigning a probability measure to the space of hypotheses. Current solutions rely on iterative routine…