Myeongseon Lee·Sep 11Forecasting CO₂ Levels on the Mauna Loa Dataset Using Gaussian Process RegressionMotivation
Sharonbayela·Sep 8Forecasting Atmospheric CO2 with Gaussian Process Kernel Engineering.Atmospheric CO2 concentration is one of the most consequential time series we track. It underpins climate policy, informs emissions…
Ashish Jha·Aug 12Gaussian Process (GP) — A Probability Distribution over FunctionsWe build every concept from intuition and analogy first, then translate it into the formulas that actually run underneath the hood
Mjgmario·Jul 25Bayesian Deep Learning, Gaussian Processes, and Bayesian Optimization: Uncertainty Quantification…Part 7 of 7. The modern frontier where Bayesian methods meet deep learning and high-stakes optimization.
Fabio Sigrist·Jul 22VIF Approximation — A Scalable Gaussian Process Method Combining Inducing Points and Vecchia…The Vecchia-inducing-points full-scale (VIF) approximation combines the complementary strengths of two leading approaches to scalable…A response icon1A response icon1
Fabio Sigrist·Jul 17Which Scalable Gaussian Process Approximation Works Best for Spatial Data?A systematic comparison of eight popular methods shows that accuracy should be judged relative to computational cost
Eleventh Hour Enthusiast·Apr 12The Neural Tangent KernelThe kernel that hides inside every neural network
Evan Lawing·Apr 1Rating Forecheckers Through Spatial Tree BoostingAuthor’s Note: This was my submission for the 2026 HALO Hackathon, my first time using SportLogiq’s tracking data.
Agnishbrahma·Mar 30How to Place Air Quality Sensors Smarter—Smart Sensor Placement for Cleaner AirBy Agnish Brahma
