Mahdi Soltanolkotabi
University of Southern California(US)Southern California University for Professional Studies(US)
Publications by Year
Research Areas
Sparse and Compressive Sensing Techniques, Machine Learning and Algorithms, Stochastic Gradient Optimization Techniques, Domain Adaptation and Few-Shot Learning, Privacy-Preserving Technologies in Data
Most-Cited Works
- → A geometric analysis of subspace clustering with outliers(2012)433 cited
- → Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy(2018)206 cited
- → A Field Guide to Federated Optimization(2021)167 cited
- → Compressed Sensing with Deep Image Prior and Learned Regularization(2018)167 cited
- → Gradient Descent with Early Stopping is Provably Robust to Label Noise for Overparameterized Neural Networks(2019)155 cited
- → Toward Moderate Overparameterization: Global Convergence Guarantees for Training Shallow Neural Networks(2020)154 cited
- LAGRANGE CODED COMPUTING: OPTIMAL DESIGN FOR RESILIENCY, SECURITY, AND PRIVACY(2019)