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Ehsan Saleh
Ehsan Saleh
Verified email at illinois.edu
Title
Cited by
Cited by
Year
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
292019
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
122022
Deterministic bellman residual minimization
E Saleh, N Jiang
Neural Information Processing Systems 2019 Optimization Foundations for …, 2019
102019
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
22023
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
22023
Truly Deterministic Policy Optimization
E Saleh, S Ghaffari, T Bretl, M West
Advances in neural information processing systems 36, 2022
22022
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
12023
Benchmarking statistical multiple sequence alignment
M Nute, E Saleh, T Warnow
bioRxiv, 304659, 2018
12018
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
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