Evaluating statistical multiple sequence alignment in comparison to other alignment methods on protein data sets M Nute, E Saleh, T Warnow Systematic biology 68 (3), 396-411, 2019 | 29 | 2019 |
On the Importance of Firth Bias Reduction in Few-Shot Classification S Ghaffari, E Saleh, D Forsyth, YX Wang International Conference on Learning Representations, 2022 | 12 | 2022 |
Deterministic bellman residual minimization E Saleh, N Jiang Neural Information Processing Systems 2019 Optimization Foundations for …, 2019 | 10 | 2019 |
Learning from Integral Losses in Physics Informed Neural Networks E Saleh, S Ghaffari, T Bretl, L Olson, M West arXiv preprint arXiv:2305.17387, 2023 | 2 | 2023 |
Property-Guided Generative Modelling for Robust Model-Based Design with Imbalanced Data S Ghaffari, E Saleh, AG Schwing, YX Wang, MD Burke, S Sinha arXiv preprint arXiv:2305.13650, 2023 | 2 | 2023 |
Truly Deterministic Policy Optimization E Saleh, S Ghaffari, T Bretl, M West Advances in neural information processing systems 36, 2022 | 2 | 2022 |
BEDwARS: a robust Bayesian approach to bulk gene expression deconvolution with noisy reference signatures S Ghaffari, KJ Bouchonville, E Saleh, RE Schmidt, SM Offer, S Sinha Genome biology 24 (1), 178, 2023 | 1 | 2023 |
Benchmarking statistical multiple sequence alignment M Nute, E Saleh, T Warnow bioRxiv, 304659, 2018 | 1 | 2018 |
Robust Model-Based Optimization for Challenging Fitness Landscapes S Ghaffari, E Saleh, A Schwing, YX Wang, MD Burke, S Sinha The Twelfth International Conference on Learning Representations, 2023 | | 2023 |
A Robust Bayesian Approach to Bulk Gene Expression Deconvolution with Noisy Reference Signatures S Ghaffari, KJ Bouchonville, E Saleh, RE Schmidt, SM Offer, S Sinha bioRxiv, 2022.10. 25.513800, 2022 | | 2022 |
Value learning through Bellman residuals and neural function approximations in deterministic systems E Saleh University of Illinois at Urbana-Champaign, 2021 | | 2021 |