Machine Learning and Optimization for Robotics
The ONE concept to understand ANY machine learning algorithm faster!
DDPS | Bayesian Optimization: Exploiting Machine Learning Models, Physics, & Throughput Experiments
Machine Learning and Imaging Lecture 5: Introduction to Optimization
FULL TUTORIAL: Price Elasticity and Optimization in Python (feat. pyGAM)
Full Tutorial: Price Elasticity and Optimization with Machine Learning in R (feat. XGBoost)
[OSDI 2025] Bayesian Code Diffusion for Efficient Automatic Deep Learning Program Optimization
Closed-loop optimization with self-driving lab demo!
Dynamically-Consistent Trajectory Optimization for Legged Robots via Contact Point Decomposition
Gradient Descent in 3 minutes
Lab 21: Steam Optimization with XGBoost in R (a Xeek Competition)
Optimization Basics
Mixed online offline multi-fidelity optimization (lab experiments guided by simulations)
The Misconception that Almost Stopped AI [How Models Learn Part 1]
Machine Learning Optimization for Multifunctional Material Design
Andrew Ng's Secret to Mastering Machine Learning - Part 1 #shorts
Optimization Methods for Machine Learning ǀ Bethany Lusch, Argonne National Laboratory
DDPS | Input-space Scientific machine learning for PDE-constrained optimization of geometries
What is Machine Learning?? Dr Tanu Jain Interview #upscinterview #upscaspirants #shortsfeed #fypage
CS769 - Intro Interaction on 03-01-2022 (Optimization in Machine Learning)