Lisa Amini

stochastic optimization (1) adversarial robustness (1) nonconvex optimization (1) imitation learning (1) black-box optimization (1) model robustness (1) adversarial training (1) variance reduction (1) zeroth-order optimization (1) feature engineering (1) self-supervised pretraining (1) self-supervised pre-training (1) gradient-free optimization (1) learning to optimize (1) automated machine learning (1) curriculum training (1) gradient explosion (1) semantic feature discovery (1) code mining (1) semantic type detection (1)