Hi in the past two months I have given OA for three companies unable to clear even one. Topics asked UBS 1 DSA ,1 Exploratory data analysis case study ZS Statistics, NLP, DSA ( Couldn't do) IBM DSA (Couldn't do),SQL Iam good with sql kind of questions, basic dsa but not with hard DSA questions and statistics or EDA. How do you guys prepare for such...

At this Friday's Oxen.AI Water Cooler, the "Show & Tell / Where are you stuck? / What is your project?" segment topic will be: High-performance audio processing Oxen.ai discord member Shalini Ananda, PhD, https://www.linkedin.com/in/shalinianandaphd/ will discuss her experimentation with Python vs Rust with audio workloads. Preview here: https://discord.com/channels/1104137825638682806/1145920256301338685/1240029110726561823...

https://arxiv.org/abs/2405.08766 Out-of-distribution (OOD) detection is critical when deploying machine learning models in the real world. Outlier exposure methods, which incorporate auxiliary outlier data in the training process, can drastically improve OOD detection performance compared to approaches without advanced training strategies. We introduce...

I am looking into building a solution to make it easy to use Mac machines with large VRAM to run Pytorch projects for dev/test purposes. I understand they can't be used for running production inference or large-scale training. However, these machines are more readily available and cheaper than Nvidia GPU instances (A100/H100) and have large VRAM so...

Trying to familiarise myself with the mamba architecture, hence familiarising myself with SSMs, hence familiarising myself with Linear RNNs. I have looked over resources on SSMs, S4 and Mamba but I’m unable to find an explanation. on why Linear RNNs with SSM parameterization improves performance. I can’t wrap my head around it intuitively either - why...

Hello everyone, Has anyone got any update about ICML 2024 Financial Aid? I saw in X that applications will be open soon but haven't heard anything yet https://twitter.com/icmlconf/status/1787617481034481714 Is there anyone who got the grant in the past? Are all students eligible for this? thanks! submitted by /u/South-Conference-395 [link]...