Continuous Multi-Fidelity Optimization

Continuous multi-fidelity optimization

Discrete multi-fidelity optimization

Multi-fidelity Bayesian machine learning for global optimization

MK

Multifidelity Monte Carlo estimation with multiple surrogate models (Benjamin Peherstorfer)

Mixed online offline multi-fidelity optimization (lab experiments guided by simulations)

Diana Cai (Princeton) - Multi-fidelity Scientific Discovery and Design

Gaussian Process Seminar Series

(November Series #4) Long-run Behaviour of Multi-fidelity Bayesian Optimisation

Matterhorn Studio

Improving Multi-fidelity Optimization with a Recurring Learning rate for Hyperparameter Tuning

ComputerVisionFoundation Videos

Multi-Objective, Multi-Fidelity, and Multi-Task Gaussian Processes and Bayesian Optimization

Machine Learning in the Nanoworld

AL4MS 2023: Ulpu Remes lecture

Deep and Multi-fidelity learning with Gaussian processes: Andreas Damianou, Amazon

The Alan Turing Institute

Multi-Fidelity Emulator Demo in 1D

Tom Savage - Multi-Fidelity Data-Driven Design and Analysis of Reactor and Tube Simulations (DARTS)

ML and AI in Bio(Chemical) Engineering (MAB)

[AUTOML24] Fast Benchmarking of Asynchronous Multi-Fidelity Optimization on Zero-Cost Benchmarks

Antonio Del Rio Chanona - Multi-Fidelity Bayesian Optimization in Chemical Engineering

Long-run Behaviour of Multi-fidelity Bayesian Optimisation (Project 2 of BO-Hackathon 2024)

Matterhorn Studio

Anh Tran and Julien Tranchida - Multi-fidelity and parallel machine-learning approaches

mlip-workshop-2021

Jose Folch: Combining multi-fidelity modeling and asynchronous batch Bayesian optimization

32. Bayesian Optimization