Hi! I’m trying to understand Bayesian physics-informed neural networks (PINNs). I have a relatively solid understanding of standard PINNs, but I’m confused about what changes when they are made Bayesian. Specifically: Which components are treated prob…

After having gone through at least 3 rounds where I had to present research solutions for problems, I get the feeling that I'm doing free labour for these guys. They usually give you a week and given the current glut of candidates, it feels like th…

Hi, SHapley Additive exPlanations (SHAP) is a popular eXplainable Artificial Intelligence (XAI) method, popular among practitioners. I just discovered that if the covariates of an ML model are highly correlated, the SHAP values are influenced by this m…

Hi All, First time submitting papers. When I was writing my paper, I only paid attention to the 9-page total limit, but after submitting, I realized it was actually 7 for the contents, 2 for the references. My paper has 9 pages in total, but 7 and 1/3 …

Anyone else feel the constant need to check on their training run every 5 minutes? I am too hooked to wandb and lowkey has turned into an addiction… submitted by /u/casualcreak [link] [comments]

I was tasked to manage PyTorch training infra on GKE. Cost keeps climbing but GPU util sits around 30-40% according to Grafana. I am pretty sure half our jobs request 4 GPUs or more and then starve them waiting on data. Right now I’m basically playing …

Hi, I'm currently building a ViT following the research paper (An Image is Worth 16×16 Words). I was wondering what the best solution is for dealing with variable size images for training the model for classification? One solution I can think of is…