Liam Collins

representation learning (4) few-shot learning (2) multi-task learning (2) contrastive learning (1) in-context learning (1) distributed learning (1) neural network optimization (1) feature representation (1) worst-case performance (1) local updates (1) multi-task regression (1) heterogeneous datum (1) regression task (1) non-i.i.d. datum (1) min-max optimization (1) softmax attention (1) function lipschitzness (1) nearest-neighbor predictor (1) pretraining task (1) federated averaging (1)