LIME for images explanations are extremely dependent on the choice of tiling. Tiling is one inductive assumption of LIME but it is hidden from the end user. I know I’m late to the party, but here we go. I was recently asked to say something about philosophical problems in XAI and LIME is an obvious… Continue reading A study in LIME
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IACAP23 recap
Before my memory fails me – I didn’t take notes – I wanted to write down whatever I remember about the IACAP conference that took place in Prague in the beginning of July. There was a certain old vs. new guard feeling pervading the whole conference which played out mainly between traditional philosophy of computation… Continue reading IACAP23 recap
PHD and Postdoc positions in epistemology of ML at U Groningen
Jan-Willem finally has the ads for his project on data science in psychopathology (see The List) out. If you are interested check out the announcement on philosL.
ML epistemology workshop – Day 2
Notes for Day 1 here Meta-Inductive Justification of Universal Generalizations – Gerhard Schurz In this talk Gerhard defended his account of induction against some objections Tom published in an earlier paper. Unfortunately I am not very well acquainted with meta-induction and Gerhard’s presentation was a word document which he quickly skimmed through. So I had… Continue reading ML epistemology workshop – Day 2