InThe Deep HubbyFrancesco FrancoUnderstanding Loss and Loss FunctionsWhen you’re training supervised machine learning models, you often hear about a loss function that is minimized, that must be chosen, and…Oct 113
Chris HughesA Brief Overview of Cross Entropy LossA refresher on a commonly used Loss FunctionSep 251Sep 251
AfdalLoss Functions for Regression: Standard vs. Custom ApproachesIn regression models, the main objective is to estimate continuous target values based on provided input variables. To accomplish this, it…2d ago2d ago
Priyanshu mauryaWhy Use InfoNCE Loss in Self-supervised LearningTo better understand InfoNCE loss, let’s assume you need to train a model that converts textual or pictorial representations into…Jun 261Jun 261
InThe Deep HubbyFrancesco FrancoUnderstanding Loss and Loss FunctionsWhen you’re training supervised machine learning models, you often hear about a loss function that is minimized, that must be chosen, and…Oct 113
Chris HughesA Brief Overview of Cross Entropy LossA refresher on a commonly used Loss FunctionSep 251
AfdalLoss Functions for Regression: Standard vs. Custom ApproachesIn regression models, the main objective is to estimate continuous target values based on provided input variables. To accomplish this, it…2d ago
Priyanshu mauryaWhy Use InfoNCE Loss in Self-supervised LearningTo better understand InfoNCE loss, let’s assume you need to train a model that converts textual or pictorial representations into…Jun 261
How These WorkNLP073 — Hidden Layers, Loss Functions & The Simplest BackpropagationIn the last post, we peeled back the layers of neural networks (pun intended!) and talked about computation graphs, forward passes, and…3d ago
Mahzaib KhalidUnderstanding Loss Functions in GANs: GAN Training and Impact on ResultsIn the previous post of Day 2 Architecture of a GAN: Break down the components of a GAN we have explored the difference between…May 24
Tilak MudgalThe Complete Roadmap to Building and Evaluating a Linear Regression ModelLinear regression is one of the most basic yet powerful tools in machine learning. Whether you’re predicting house prices, car values, or…Dec 1
