Liam Collins

Machine Learning (7) Artificial Intelligence (5) Core Methods (5) Optimization & Theory (5) Learning Paradigms · Artificial Intelligence (4) Learning Types · Machine Learning (4) Deep Learning (3) Learning Paradigms · Machine Learning (3) Architectures (2) Learning Types · Deep Learning (2) Natural Language Processing (1) Application Areas (1) Core AI (1) Resources & Methods (1) Techniques (1)

representation learning (4) few-shot learning (2) multi-task learning (2) unsupervised learning (1) neural network optimization (1) worst-case performance (1) contrastive learning (1) in-context learning (1) information retrieval (1) distributed learning (1) multi-task regression (1) feature representation (1) self-supervised learning (1) local updates (1) federated learning (1) heterogeneous data (1) text embedding (1) regression task (1) non-i.i.d. data (1) model-agnostic meta-learning (1)