Journal on artificial intelligence · 2024 · 121 citations · 144 references
ComputingComputer ScienceArtificial IntelligenceComputer VisionMachine LearningDeep LearningEnsemble LearningEnsemble MethodsLoss FunctionNeural NetworksRepresentation LearningDeep Belief NetworksDeep Learning AcceleratorsDeep Learning-based ClassificationDeep Metric LearningOptimization AlgorithmsParallel Deep LearningProbabilistic Deep Learning
Deep learning (DL) has emerged as a powerful subset of machine learning (ML) and artificial intelligence (AI), outperforming traditional ML methods, especially in handling unstructured and large datasets. Its impact spans acr... | Find, read and cite all the research you need on Tech Science Press
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Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations
Adam: A Method for Stochastic Optimization
Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text
SMOTE: Synthetic Minority Over-sampling Technique
Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text