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–Neural Information Processing Systems
First provide a summary of the paper, and then address the following criteria: Quality, clarity, originality and significance. This is an interesting paper describing mechanism to introduce constraints of the priors 1) I have two concerns with how the discussion is formulated: 1.1) The introduction of the paper talks about preserving exchangeability, and a substantial effort is devoted to showing that restrictions on the predictive distributions do not necessarily lead to exchangeable rows. However, given that the authors are working with priors on array-valued processes, they should have framed the discussion in terms of separate exchangeability (Aldous, 1981), which is what we really desired from the model. I think that all the proofs works and the models described are indeed separately exchangeable (rather than unrestrictedly exchangeable), but the current presentation is not really adequate.
Neural Information Processing Systems
Oct-3-2025, 09:36:40 GMT