Shi Fu

Machine Learning (4) Optimization & Theory · Machine Learning (4) Deep Learning (3) Learning Types · Deep Learning (2) Models (2) Mathematics & Optimization (1) Bayesian & Probabilistic (1) Learning Types · Machine Learning (1) Optimization (1) Optimization & Theory · Deep Learning (1)

diffusion model (2) stochastic gradient descent (2) gradient descent (1) algorithmic stability (1) generalization analysis (1) bayesian optimization (1) hyperparameter tuning (1) bilevel optimization (1) generalization bound (1) regret bound (1) greedy algorithm (1) phase transition (1) synthetic data (1) model collapse (1) total variation distance (1) excess population risk (1) regularization scheme (1) self-consuming loop (1) time-stepping schedule (1) discretization point (1)