Mingxi Lei

Machine Learning (4) Application Areas (3) Learning Types · Machine Learning (3) Optimization & Theory (3) Deep Learning (2) Security & Privacy (1) Architectures (1) Core Methods (1) Differential Privacy (1) Learning Types · Deep Learning (1)

differential privacy (3) relu regression (2) non-convex optimization (1) entropy minimization (1) test-time adaptation (1) minimax optimization (1) empirical risk minimization (1) high-dimensional regression (1) high-dimensional learning (1) algorithm analysis (1) minimax rate (1) generalized linear model (1) distributional shift (1) gaussian mechanism (1) high-dimensional setting (1) stochastic gradient descent ascent (1) voronoi diagram (1) excess population risk (1) prototype embedding (1) adaptive clipping (1)