Latest posts tagged with #BayesianOptimisation on Bluesky
Adaptive ε‑PAL: Fast Multi‑Objective Bayesian Optimization Without Grids
Adaptive ε‑PAL swaps uniform grids for a tree‑based discretisation, speeding discovery of ε‑accurate Pareto sets and needing fewer evaluations than other methods. Read more: getnews.me/adaptive-e-pal-fast-mult... #bayesianoptimisation #pareto
Showcased my work on automatic calibration with nested Bayesian optimisation 🌾
Also demoed our ADD-TREES research through the planting app — amazing engagement!
Huge thanks to @idsaiexeter.bsky.social for their funding!
#AIUK #BayesianOptimisation #AgriTech #Sustainability #NetZero #ECR
📣 If you've got an objective that exhibits symmetries, you should be using invariant kernel BO 📣
🚀 More sample efficient than constrained/naive BO!
🚀 More compute efficient than data augmentation!
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#NeurIPS2024 #BayesianOptimisation #ai
A side from these projects, I collaborate on a number of projects involving tracking, sensor and data fusion in a variety of domains.
I am interested in #machinelearning #ML, #gaussianprocesses and #bayesianoptimisation (some papers might come around in the new year).
