Saba Ghaffari

According to our database, Saba Ghaffari authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Learning from Integral Losses in Physics Informed Neural Networks.

Ehsan Saleh, Saba Ghaffari, Timothy Bretl, Luke N. Olson, Matthew West

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Robust Model-Based Optimization for Challenging Fitness Landscapes.

Saba Ghaffari, Ehsan Saleh, Alexander G. Schwing, Yu-Xiong Wang, Martin D. Burke, Saurabh Sinha

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

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

2022

Truly Deterministic Policy Optimization.

Ehsan Saleh, Saba Ghaffari, Timothy Bretl, Matthew West

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

On the Importance of Firth Bias Reduction in Few-Shot Classification.

Saba Ghaffari, Ehsan Saleh, David A. Forsyth, Yu-Xiong Wang

Proceedings of the Tenth International Conference on Learning Representations, 2022