Akshay Balsubramani

semi-supervised learning (3) binary classification (2) convergence rate (2) classifier aggregation (2) non-convex optimization (1) domain generalization (1) stochastic gradient descent (1) convex optimization (1) online learning (1) principal component analysis (1) transductive learning (1) supervised learning (1) incremental learning (1) uniform convergence (1) nearest neighbor classifier (1) nearest neighbor classification (1) distribution shift (1) ensemble learning (1) finite-sample analysis (1) dimensionality reduction (1)