Concepedia
Operations Research Forum · 2023 · 13 citations · 29 references
Open access
Model OptimizationLstm-optimization FrameworkEngineeringMachine LearningSequential LearningComputer ScienceDeep LearningRecurrent Neural Network
29
Long Short-Term Memory
Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 93.8K citations
Bidirectional recurrent neural networks
Mike Schuster, Kuldip K. Paliwal · IEEE Transactions on Signal Processing · 1997 · 9.6K citations
Natural Language Processing, Structured Prediction, Conditional Posterior Probability +14
Learning long-term dependencies with gradient descent is difficult
Yoshua Bengio, P. Simard, Paolo Frasconi · IEEE Transactions on Neural Networks · 1994 · 8.3K citations
Structured Prediction, Gradient Descent, Engineering +11
On hyperparameter optimization of machine learning algorithms: Theory and practice
Li Yang, Abdallah Shami · Neurocomputing · 2020 · 2.9K citations · Full text
Artificial Intelligence, Hyperparameter Optimization, Model Optimization +9
Deterministic Production Planning: Algorithms and Complexity
Michaël Florian, Jan Karel Lenstra, A. H. G. Rinnooy Kan · Management Science · 1980 · 594 citations
Production Planning, Mathematical Programming, Engineering +15