On the Importance of Firth Bias Reduction in Few-Shot Classification. - Saba Ghaffari; Ehsan Saleh; David A. Forsyth; Yu-Xiong Wang (ICLR, 2022)

Truly Deterministic Policy Optimization. - Ehsan Saleh; Saba Ghaffari; Timothy Bretl; Matthew West 001 (NeurIPS, 2022)

Property-Guided Generative Modelling for Robust Model-Based Design with Imbalanced Data. - Saba Ghaffari; Ehsan Saleh; Alexander G. Schwing; Yu-Xiong Wang; Martin D. Burke; Saurabh Sinha (CoRR, 2023)

Sleep apnea detection from ECG signal using deep CNN-based structures. - Ahmad Ayatollahi; Sajjad Afrakhteh; Fatemeh Soltani; Ehsan Saleh (Evol. Syst., 2023)

Robust Model-Based Optimization for Challenging Fitness Landscapes. - Saba Ghaffari; Ehsan Saleh; Alexander G. Schwing; Yu-Xiong Wang; Martin D. Burke; Saurabh Sinha (ICLR, 2024)

Learning from Integral Losses in Physics Informed Neural Networks. - Ehsan Saleh; Saba Ghaffari; Timothy Bretl; Luke N. Olson; Matthew West 001 (ICML, 2024)