As machine learning enthusiasts, we’re always curious about the latest advancements in the field. One area that’s garnered significant attention […]
Have Bayesian Deep Learning Methods Achieved State-of-the-Art Performance? Read More »
Hey there, fellow machine learning enthusiasts! I recently took on a self-driven project to reproduce YOLOv1 from scratch using PyTorch,
Reproducing YOLOv1 from Scratch in PyTorch: A Deep Dive into Object Detection Read More »
Imagine being a shoe retailer in Romania, trying to set the perfect price for your products to maximize profit and
Optimizing Shoe Pricing with Machine Learning: A Romanian Retailer’s Challenge Read More »
When it comes to machine learning, accuracy is key. But what happens when you’re dealing with imbalanced datasets, where one
The Importance of Target Representation in MSE Loss for Minority Class Learning Read More »
Have you ever encountered issues with token-level importance sampling in reinforcement learning for large language models (LLMs)? The Qwen team
Stable and Scalable RLHF: Qwen3’s Sequence-Level Method vs. GRPO Read More »
I was going through an update rule and I think I stumbled upon a typo – an extra xitk-1. I’m
A Typo in the Update Rule? Read More »
When it comes to detecting money fraud, every little pattern counts. I recently came across a project that involved analyzing
Uncovering Fraudulent Transactions: A Machine Learning Approach Read More »
Imagine being able to better predict the risk of Hereditary Hearing Loss (HHL) syndrome based on genotype data. That’s exactly
Hey there, fellow machine learning enthusiasts! I’m working on my MSc thesis and I’ve stumbled upon a common dilemma in
Evaluating Model Strategies: Avoiding Data Leakage and Overfitting Read More »
Are you tired of sifting through multiple resources to learn about time series forecasting? Look no further! My book, Mastering
Mastering Time Series Forecasting: The Go-To Resource for Data Scientists Read More »