| Optimal spectral initialization for signal recovery with applications to phase retrieval W Luo, W Alghamdi, YM Lu IEEE Transactions on Signal Processing 67 (9), 2347-2356, 2019 | 70 | 2019 |
| Beyond adult and compas: Fair multi-class prediction via information projection W Alghamdi, H Hsu, H Jeong, H Wang, P Michalak, S Asoodeh, F Calmon Advances in Neural Information Processing Systems 35, 38747-38760, 2022 | 23 | 2022 |
| Model projection: Theory and applications to fair machine learning W Alghamdi, S Asoodeh, H Wang, FP Calmon, D Wei, KN Ramamurthy 2020 IEEE International Symposium on Information Theory (ISIT), 2711-2716, 2020 | 20 | 2020 |
| Beyond adult and compas: Fairness in multi-class prediction W Alghamdi, H Hsu, H Jeong, H Wang, PW Michalak, S Asoodeh, ... arXiv preprint arXiv:2206.07801, 2022 | 10 | 2022 |
| Mutual information as a function of moments W Alghamdi, FP Calmon 2019 IEEE International Symposium on Information Theory (ISIT), 3122-3126, 2019 | 7 | 2019 |
| Polynomial approximations of conditional expectations in scalar Gaussian channels W Alghamdi, FP Calmon 2021 IEEE International Symposium on Information Theory (ISIT), 420-425, 2021 | 6 | 2021 |
| Time–energy quantum uncertainty: Quantifying the effectiveness of surface defect passivation protocols for low-dimensional semiconductors N Alfaraj, W Alghamdi, M Alawein, IA Ajia, D Priante, B Janjua, H Sun, ... ACS Applied Electronic Materials 2 (2), 409-418, 2020 | 6 | 2020 |
| The saddle-point accountant for differential privacy W Alghamdi, S Asoodeh, FP Calmon, JF Gomez, O Kosut, L Sankar, ... arXiv preprint arXiv:2208.09595, 2022 | 5 | 2022 |
| Cactus mechanisms: Optimal differential privacy mechanisms in the large-composition regime W Alghamdi, S Asoodeh, FP Calmon, O Kosut, L Sankar, F Wei 2022 IEEE International Symposium on Information Theory (ISIT), 1838-1843, 2022 | 4 | 2022 |
| The saddle-point method in differential privacy W Alghamdi, JF Gomez, S Asoodeh, F Calmon, O Kosut, L Sankar International Conference on Machine Learning, 508-528, 2023 | 2 | 2023 |
| Schrödinger mechanisms: Optimal differential privacy mechanisms for small sensitivity W Alghamdi, S Asoodeh, FP Calmon, JF Gomez, O Kosut, L Sankar 2023 IEEE International Symposium on Information Theory (ISIT), 2201-2206, 2023 | 2 | 2023 |
| Measuring information from moments W Alghamdi, FP Calmon IEEE Transactions on Information Theory, 2022 | 2 | 2022 |
| Individual Arbitrariness and Group Fairness C Long, H Hsu, W Alghamdi, F Calmon Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
| Arbitrariness lies beyond the fairness-accuracy frontier CX Long, H Hsu, W Alghamdi, FP Calmon arXiv preprint arXiv:2306.09425, 2023 | 1 | 2023 |
| On the construction of capacity-achieving lattice Gaussian codes W Alghamdi, W Abediseid, MS Alouini 2016 IEEE International Symposium on Information Theory (ISIT), 1511-1515, 2016 | 1 | 2016 |
| Optimal multidimensional differentially private mechanisms in the large-composition regime W Alghamdi, S Asoodeh, FP Calmon, JF Gomez, O Kosut, L Sankar 2023 IEEE International Symposium on Information Theory (ISIT), 2195-2200, 2023 | | 2023 |
| Estimation and Optimization of Information Measures with Applications to Fairness and Differential Privacy WMA Alghamdi Harvard University, 2023 | | 2023 |
