Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks? — mentioned by nextfx

Sun, 17 Nov 2024 21:36:59 GMT

I'm not an expert on MCMC for BNNs by any means, but even with small networks I think it's a little tricky to get right. If my memory serves me right, this paper[1] focuses on small networks and goes over the issues and how to get around them. [1]: https://arxiv.org/abs/2402.01484

Paper and discussion history. A mention is not an endorsement.

Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks? · HackerPapers discussions

Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks? — mentioned by nextfx