#GaussianProcess

What makes Gaussian Processes so powerful? It’s all in the kernel. 🌟 Check out this clear explanation of the 3 key kernels — RBF, Periodic, and Linear — and learn when to use each. 📺 Watch full video here: #MachineLearning #GaussianProcess #ML

a quick visit to where all began!! @UBCChem (R Krems and Dawn don't have Twitter ❌) #compchem #GaussianProcess

I had the privilege to be a part of this amazing Wang group at Shenzhen Bay Laboratory as a visiting student, gaining hands-on experience with ML techniques applied to understand protein structure function relationship. Truly grateful for this opportunity. #AI #gaussianprocess

Improving #AttitudeEstimation Using #GaussianProcess-Regression-Based #MagneticFieldMaps @UMRobotics @MichiganAero 👉 #UAVs #Kalmanfilter #sensors #robotics

#Tbt two years ago when Raj Agrawal ( primed us on Gaussian processes. #GaussianProcess #Primer #BroadMIA

Read latest #openaccess paper: Planning under uncertainty for #saferobotexploration using #Gaussianprocess prediction by @astephens_ @m_budd @pduckw @MauriceFallon @hawesie 🔓 @oxfordrobots @dynamicrobots

How to learn the forward dynamics of robotic systems by learning only the inverse dynamics ? I ll present our solution tomorrow at #IFAC23 at 11.20am room 419. #Robotics #GaussianProcess #ML #PhysicsInspired

I sometimes think about how this toy prediction example from the GPML textbook, which uses observations from before 2003 to extrapolate 20 years into the future, turned out to be pretty spot on: #MachineLearning #GaussianProcess #Prediction

New research on the @arxiv from #BSEC group members Devanshu Agrawal, @Theopapamarkou, & @JacobDHinkle. "Wide neural networks with bottlenecks are deep Gaussian processes" #neuralnets #gaussianprocess #AI @ORNLComputing

A dependent multimodel approach to climate prediction with Gaussian processes Thompson et al → #CMIP6 #GaussianProcess #ClimatePrediction #ClimateChange #ClimateModels #ClimateSimulation #BayesianModeling #GlobalTemperature #ClimateModeling #Climate

Interesting talk at #NWEEHB7 by @Naty_Fedorova using #GaussianProcess regression to describe Dutch residential mobility from 1850–1950. Median number of moves = 10 but incredibly some people moved more than 100 times! So much for sedentism eh?

I am attending this year's #GaussianProcess Summer School online, starting with a superb overview by @wilkinson_rich. It is fantastic to hear that this year there are 300 participants from all over the world compared to the usual 70. The GP community is vibrant!

It is Gaussian Process time! Summer School just started. This year you can follow it live on YouTube! @maalvarezl @lawrennd @wilkinson_rich #2020GPSS

The Gaussian Distribution explained #datascience #machinelearning #gaussianprocess

Getting there ~ still need to incorporate photo log-likelihoods but mean glacier velocity across a full water year is in reach! #helheimglacier #bayesianstatistics #gaussianprocess #particlefilter #glaciology #geophysics

#GaussianProcess can be used for few-shot #segmentation with a faster convergence speed and better performance. If you are interested, please check out our paper @Zhu_XLab @ai4eo_de led by Zhitong presented in #ECCV 2022. Link to paper:

A framework using #GaussianProcess Regression + SHAP helps quantify how neurological + demographic factors impact walking performance in people with #SpinalCordInjury. Read the study: #SCIResearch #InnovationInHealthCare #ExplainableAI

This T-RO paper uses a Lagrangian Inspired Polynomial kernel to perform #GaussianProcess (GP) regression for the identification of the #InverseDynamics of robotic manipulators. 🤖. #KineticEnergy #PotentialEnergy @RomeresDiego

6th Pan-European Duck Symposium in the city of #Coimbra in #Portugal. Apparently its still summer here😅 Gave my own talk about the possibilities with #gaussianprocess models in ecology in the morning, now looking forward to meet new faces and to hear interesting talks.

During the American Control Conference 2022, the #IMOCO4E paper about position-dependent snap feedforward was presented by the @TUeCST 👉 Find out how to improve control performance of position-dependent flexible structures by applying a #GaussianProcess: