Saeed Masiha

Publication Activity (10 Years)

Years Active: 2022-2022
Publications (10 Years): 3

Top Topics

Training Examples

Sample Complexity

Generalization Error Bounds

Top Venues

Publications

Saeed Masiha, Saber Salehkaleybar, Niao He, Negar Kiyavash, Patrick Thiran
Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Functions. NeurIPS (2022)
Saeed Masiha, Saber Salehkaleybar, Niao He, Negar Kiyavash, Patrick Thiran
Stochastic Second-Order Methods Provably Beat SGD For Gradient-Dominated Functions. CoRR (2022)
Gholamali Aminian, Saeed Masiha, Laura Toni, Miguel R. D. Rodrigues
Learning Algorithm Generalization Error Bounds via Auxiliary Distributions. CoRR (2022)