Thanks for reaching out this is all great feedback.
That we will defenitly address. I will dm you for the vaccine implementation as we are currently working on this as well and to see what would be useful for code sharing since we are wee bit aways from having shareable replication of the whole paper.
Some answers
Oh woops it should be clearer this is the mutual information measure. If there is something more specific you are looking for here let me know as we do mention it several times (I think!). In case it helps mutual information is always an abstract measure or property in the paper which is used to show we minimize Achilles’s transition probabIlity—that gets actually measured indirectly through MMD or gradient magnitude.
Yes as mentioned we are actively working on it your implementation would be sure valuable. Security vectors was just ready by the Neurips deadline is all lol.
Ah yes! Thanks for pointing this out—there is lots to say about batch size when using MMD. The batch sizes were always 4 (which for paired refusals is 8 I suppose!) we will make sure this is not missing from the paper sorry about that.
I’ll follow up privately but feel respond here as well for additional clarification your comment is much appreciated.
Thanks for reaching out this is all great feedback.
That we will defenitly address. I will dm you for the vaccine implementation as we are currently working on this as well and to see what would be useful for code sharing since we are wee bit aways from having shareable replication of the whole paper.
Some answers
Oh woops it should be clearer this is the mutual information measure. If there is something more specific you are looking for here let me know as we do mention it several times (I think!). In case it helps mutual information is always an abstract measure or property in the paper which is used to show we minimize Achilles’s transition probabIlity—that gets actually measured indirectly through MMD or gradient magnitude.
Yes as mentioned we are actively working on it your implementation would be sure valuable. Security vectors was just ready by the Neurips deadline is all lol.
Ah yes! Thanks for pointing this out—there is lots to say about batch size when using MMD. The batch sizes were always 4 (which for paired refusals is 8 I suppose!) we will make sure this is not missing from the paper sorry about that.
I’ll follow up privately but feel respond here as well for additional clarification your comment is much appreciated.