Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis.
Taha BelkhoujaYan YanJanardhan Rao DoppaPublished in: AAAI (2022)
Keyphrases
- theoretical analysis
- computationally efficient
- learning algorithm
- parameter tuning
- data structure
- statistical models
- feature selection
- computational complexity
- linear models
- significant improvement
- supervised learning
- machine learning algorithms
- deep architectures
- highly efficient
- mathematical models
- numerical simulations
- benchmark datasets
- non stationary
- training examples
- parameter estimation
- computational cost
- training set
- reinforcement learning