#gaussianprocess search results

A high-throughput and #GaussianProcess-based optimization strategy for #LPBF of #NickelAlloy #microchannels enables rapid correlation discovery among parameters & quality metrics, achieving precise data-driven control for #AerospaceCooling applications. #IJEM:…

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: youtu.be/BTEbaPoZ08Y #MachineLearning #GaussianProcess #ML

Gaussian Processes are not just about points—they're about entire functions. 🎥 Learn how they work, how priors become posteriors, and how uncertainty is modeled in machine learning. 📺 Watch now: youtu.be/BTEbaPoZ08Y #MachineLearning #GaussianProcess #AI #DataScience

📢Welcome to read the paper "Advanced Monte Carlo for Acquisition Sampling in Bayesian Optimization", by Javier Garcia-Barcos and Ruben Martinez-Cantin 👉Find full article at: mdpi.com/1099-4300/27/1… #BayesianOptimization #GaussianProcess #MCMC

🚨🤔 How can we reduce the cost of cooperative game-based #DataValuation without retraining a model for every coalition? 💡🔍 DUPRE — Data Utility PREdiction for efficient data valuation — fits a #GaussianProcess predictor with a sliced Wasserstein kernel to estimate each…

#mdpisymmetry Article "Assessing Asymmetrical Rates in Multivariate Phylogenetic Trait Evolution: An Extension of Statistical Models for Heterogeneous Rate Estimation" is available at brnw.ch/21wS9NS Author: Dwueng-Chwuan Jhwueng #Brownianmotion #Gaussianprocess

Unlocking the secrets of exoplanet atmospheres! New #GaussianProcess technique tackles biases in spectral data. It's a game-changer for how we interpret data from the James Webb Space Telescope. Future? Bright as a star! #JWST #exoplanet 🚀🔭✨ arxiv.org/abs/2503.21702…

Neural Network Architectures and Activation Functions: A Gaussian Process Approach - freecomputerbooks.com/Neural-Network… Look for "Read and Download Links" section to download. #NeuralNetworks #ActivationFunctions #GaussianProcess #DeepLearning #MachineLearning #GenAI #GenerativeAI

Check out this new IEEE Transactions on Robotics (T-RO) paper that uses a Lagrangian Inspired Polynomial kernel to perform #GaussianProcess (GP) regression for the identification of the inverse dynamics of robotic manipulators. loom.ly/0biEWDs

This T-RO paper uses a Lagrangian Inspired Polynomial kernel to perform #GaussianProcess (GP) regression for the identification of the #InverseDynamics of robotic manipulators. 🤖. ieeexplore.ieee.org/document/10705… #KineticEnergy #PotentialEnergy @RomeresDiego

Interested to know how to find the top-k set of points of a blackbox objective function? Introducing our Active Set Ordering algorithm which reduces to #BayesianOptimization when k=1. See u @NeurIPSConf #NeurIPS2024 poster session 5 west #6006 soon! #GaussianProcess

Our #PromptOptimization ZOPO connects prompt generation & representation, and uses a Neural Tangent Kernel-based #GaussianProcess in zeroth-order optimization to efficiently search for well-performing local optima @NeurIPSConf #NeurIPS2024 poster session 5 east #2803 (spotlight)

👉Join @alex_andorra and Chris Fonnesbeck at @pydatanyc for a focused tutorial on Gaussian Processes (GPs) in @pymc_devs 👇Join us: 🎟️Tickets: ti.to/pydata/pydata-… 📄Event Info: nyc2024.pydata.org/cfp/talk/87ED3… #Gaussianprocess #PyMC

Excited about the Non-stationary & Sparsely-correlated Multi-output Gaussian Process with Spike-and-Slab Prior! 📈🔍 #GaussianProcess #MachineLearning @programmableweb arxiv.org/abs/2409.03149

Read latest #openaccess paper: Planning under uncertainty for #saferobotexploration using #Gaussianprocess prediction by @astephens_ @m_budd @pduckw @MauriceFallon @hawesie 🔓bit.ly/3MAWdXv @oxfordrobots @dynamicrobots

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

Mathematical understanding of Gaussian Process by Yuki Shizuya #mathematics #machinelearning #gaussianprocess #statistics #probabilitydistributions medium.com/intuition/math…

Yes! Exploring #GaussianProcess :-)

Thank you #GaussianProcess, very precise predictions (in red)

Our new #OpenScience paper (together with @JuhoPiironen and @ToniLaaksonen2) using #gaussianprocess to model #beangoose migration was published in @JAppliedEcology last week. This thread summarises the most essential ingredients. Find the full story at: besjournals.onlinelibrary.wiley.com/doi/10.1111/13…

A high-throughput and #GaussianProcess-based optimization strategy for #LPBF of #NickelAlloy #microchannels enables rapid correlation discovery among parameters & quality metrics, achieving precise data-driven control for #AerospaceCooling applications. #IJEM:…

Gaussian process regression Hyperparameters stackoverflow.com/questions/6626… #hyperparameters #python #gaussianprocess #scikitlearn #loglikelihood

Improving #AttitudeEstimation Using #GaussianProcess-Regression-Based #MagneticFieldMaps @UMRobotics @MichiganAero 👉mdpi.com/1424-8220/21/1… #UAVs #Kalmanfilter #sensors #robotics

Just some cool pictures. #MachineLearning #GaussianProcess

How to apply gaussian process regression on series problems? stackoverflow.com/questions/6546… #timeseries #python #gaussianprocess #regression #machinelearning

虫食いの3次元データを #ガウス過程 で復元。きれい。 #GaussianProcess #GPy #Python

Today, @burnaevevgeny @likzet @eeevgen and @yeahrmek are introducing #GaussianProcess at @deepbayes_ru @bayesgroup, a top #MachineLearning #summerschool. Come by and meet!

And just because I love gifs so much here is a small teaser #gaussianprocess #onlinelearning

Bobby Gramacy @VT_Science presenting @S3RISeminar about exploration and replication in sequential designs in the context of #GaussianProcess models. Also his relevant book can be found here: bobby.gramacy.com/surrogates/ #ComputerExperiments #DataScience #Rstats

Gaussian Mixture Implementation and Optical Recognition of Handwritten Digits Data Set stackoverflow.com/questions/6723… #mixturemodel #gaussianprocess #estimation #gaussian

Neural Network Architectures and Activation Functions: A Gaussian Process Approach - freecomputerbooks.com/Neural-Network… Look for "Read and Download Links" section to download. #NeuralNetworks #ActivationFunctions #GaussianProcess #DeepLearning #MachineLearning #GenAI #GenerativeAI

As a collaboration between the @savitski_lab and @MagnusRattray labs, we developed a new statistical framework using #GaussianProcess #GP !

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.

🚨 Multiphase flow applications of nonintrusive reduced-order models with Gaussian process emulation T. Botsas, I. Pan, @MasonLR_ & @OkMatar → doi.org/10.1017/dce.20… #Autoencoders #GaussianProcess #ReducedOrderModels #ML #MachineLearning #ComputationalFluidDynamics #Polymers

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

RT What on earth is a Gaussian Process? dlvr.it/RqvVv8 #machinelearning #gaussianprocess #artificialintelligence

Bayesian Optimization Basics (1) - websystemer.no/bayesian-optim… #bayesianoptimization #gaussianprocess #machinelearning #matlab