Optimization & Theory
27 directly classified papers
Subtopics
Model Compression (1674)
Optimization (1638)
Efficient Computing (1253)
Theory (1072)
Neural Network Optimization (902)
Evaluation (345)
Loss Functions (122)
Stochastic Methods (97)
Regularization (54)
Interpretability (49)
Robustness (38)
Uncertainty Quantification (21)
Neural Architecture Search (20)
Generalization (17)
Sparse Optimization (7)
Representation Learning (6)
Distributed Learning (6)
Papers per year
Papers
Shallow vs. Deep Sum-Product Networks
NIPS 2011