Automated Machine Learning - Successive Halving and Hyperband
8:54
Automated Machine Learning: Sequential Model-Based Optimization (SMBO) and Bayesian Optimization
13:18
Automated Machine Learning - Tree Parzen Estimator (TPE)
24:30
Mini-lecture on Differentiable Neural Architecture Search (DARTS)
10:00
Automated Machine Learning: Grid Search and Random Search
7:50
Scale AI CEO Alexandr Wang on U.S.-China AI race: We need to unleash U.S. energy to enable AI boom
33:45
Meta-Learning - Master Thesis Presentation
1:16:39
Lecture on Deep Meta-Learning (MAML, Matching network, Prototypical network)
4:55