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Here's a good recent paper that looks at this problem and provides remedies in a Bayesian manner. https://arxiv.org/abs/2202.11678 https://arxiv.org/abs/2202.11
by vervez 3y ago
Here's a good recent paper that looks at this problem and provides remedies in a Bayesian manner. https://arxiv.org/abs/2202.11678 https://arxiv.org/abs/2202.11678
- tesdinger 3y agoQuote |How do we compare between hypotheses that are entirely consistent with observations? |... Occam's razor The answer is, build an experiment that makes it obvious. According to Occam's Razor, the Sun was burning coal, before we found out, it doesnt.
- vervez 3y agoTheir paper is more for the case of "we can't gather more data, so what to do?" but your solution is in line with optimal experimental design and choosing a utility function to distinguish between models using as little data as possible.