Eleventh Hour Enthusiast·Oct 28A Fix for Softmax and Cross-EntropyPaper ReviewA response icon2A response icon2
Krisha·Oct 20Fixing a Disease Detector That Kept Getting Mixed UpA disease detector AI system in hospitals can help doctors speed their process in patient diagnoses. According to WHO the doctor to patient…
InData Science CollectivebyAbhisake Jain·Oct 17Entropy Is Just a Number for Surprise. And It’s Why Every Classifier LearnsYou have used cross-entropy loss many times. Here is what it actually means, using a coin.A response icon1A response icon1
InTowards AIbyReza Bagheri·Sep 10Understanding Entropy for Data Science and AI — Part 1An intuitive introduction to the mathematics of uncertaintyA response icon8A response icon8
InGoPenAIbyRimshaqaism·Jul 29The One Concept That Explains Why AI Models Can Be CompressedI’ve been studying the architecture of large models — how GPT and Claude actually work under the hood. That led me down a rabbit hole: how…
James Chung·Jul 18The beauty of Cross Entropy and KL DivergenceI have used binary cross-entropy loss for years. I knew it gives a measurement of how different two distributions are, and I could explain…
Suyog Ghimire·Jul 9Cross-Entropy vs. KL Divergence: An Intuitive Guide to Measuring Probability DistributionsUnderstanding why modern machine learning models optimize cross entropy and how KL divergence comes into play.
InTowards AIbyArmin Norouzi, Ph.D·Jul 6Entropy, Cross-Entropy, and KL Divergence in LLM TrainingEach code block in this article is self-contained and can be run independently — that is why a few helper functions (softmax…
Abhishek Agrawal·Jun 22Why AI is Human? How a Model Knows It’s Wrong: Loss FunctionsThink about the last time you were wrong about something.
