TenaciousDwight t1_jao0jq8 wrote on March 2, 2023 at 8:30 PM

Reply to [D] Are Genetic Algorithms Dead? by TobusFire

I think GA is still fairly popular in operations management to e.g. produce solutions for delivery scheduling problems.

TenaciousDwight t1_j8x1o3r wrote on February 17, 2023 at 3:47 PM

Reply to [N] Google is increasing the price of every Colab Pro tier by 10X! Pro is 95 Euro and Pro+ is 433 Euro per month! Without notifying users! by FreePenalties

Mine is still $9.99/mo. Guess I can put my pitchfork away.

TenaciousDwight t1_is578zw wrote on October 13, 2022 at 11:59 AM

Reply to comment by graphicteadatasci in [P] Understanding LIME | Explainable AI by Visual-Arm-7375

I think the paper is saying that LIME may explain a model's prediction using features that are actually of little consequence to the model. I have a feeling that this is tied to the instability problem: do 2 runs of LIME to explain the same point and get 2 significantly different explanations.

TenaciousDwight t1_is3vui6 wrote on October 13, 2022 at 2:41 AM

Reply to [P] Understanding LIME | Explainable AI by Visual-Arm-7375

LIME has a lot of problems and I think it is worth mentioning more of them. As an example, this paper shows that the top features in a LIME explanation of an outcome are often neither necessary nor sufficient to cause that outcome.