Soltanolkotabi, Mahdi

Theoretical Insights Into the Optimization Landscape of Over-Parameterized Shallow Neural Networks

Soltanolkotabi, M., Javanmard, A., & Lee, J. D. (2019) · IEEE Transactions on Information Theory

Stochastic Gradient Optimization TechniquesNeural Networks and Applications

Cited by 356

Generalization Guarantees for Neural Networks via Harnessing the Low-rank Structure of the Jacobian

Oymak, S., Fabian, Z., Li, M., & Soltanolkotabi, M. (2019) · arXiv

Stochastic Gradient Optimization TechniquesNeural Networks and Applications

Cited by 44

CUDA: Convolution-Based Unlearnable Datasets

Sadasivan, V. S., Soltanolkotabi, M., & Feizi, S. (2023) · 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Privacy-Preserving Technologies in DataAdversarial Robustness in Machine Learning

Cited by 24