Masiha, Saeed

1. Learning under Distribution Mismatch and Model Misspecification
   2021/02/10 by Amin Gohari, Masiha, Saeed, Mohammad Hossein Yassaee +4 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms #Machine Learning and ELM
2. Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Function
   2022/05/25 by Saeed Masiha, Saber Salehkaleybar, Masiha, Saeed +7 · 1 citation
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
3. Learning Algorithm Generalization Error Bounds via Auxiliary Distributions
   2022/10/02 by Gholamali Aminian, Aminian, Gholamali, Saeed Masiha +5 · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #Face and Expression Recognition #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques
4. Projection-Free Functional Constrained Optimization for Risk Aversion and Sparsity Control
   2022/10/11 by Yi Cheng, Guanghui Lan, Cheng, Yi +4 · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques