Ananya Kumar

distribution shift (4) contrastive learning (3) out-of-distribution generalization (2) domain adaptation (2) unsupervised domain adaptation (2) representation learning (2) algorithmic fairness (1) model calibration (1) feature learning (1) uncertainty quantification (1) ensemble learning (1) model robustness (1) robust classification (1) empirical study (1) sample efficiency (1) feature disentanglement (1) prompt learning (1) entropy minimization (1) machine learning (1) zero-shot learning (1)