Online continuous dr-submodular maximization with long-term budget constraints O Sadeghi, M Fazel International conference on artificial intelligence and statistics, 4410-4419, 2020 | 29 | 2020 |
Online dr-submodular maximization with stochastic cumulative constraints PS Raut, O Sadeghi, M Fazel arXiv preprint arXiv:2005.14708, 2020 | 8 | 2020 |
A single recipe for online submodular maximization with adversarial or stochastic constraints O Sadeghi, P Raut, M Fazel Advances in Neural Information Processing Systems 33, 14712-14723, 2020 | 8 | 2020 |
Differentially private monotone submodular maximization under matroid and knapsack constraints O Sadeghi, M Fazel International Conference on Artificial Intelligence and Statistics, 2908-2916, 2021 | 7 | 2021 |
Fast first-order methods for monotone strongly DR-submodular maximization M Fazel, O Sadeghi SIAM Conference on Applied and Computational Discrete Algorithms (ACDA23 …, 2023 | 6* | 2023 |
Online dr-submodular maximization: Minimizing regret and constraint violation P Raut, O Sadeghi, M Fazel Proceedings of the AAAI Conference on Artificial Intelligence 35 (11), 9395-9402, 2021 | 4 | 2021 |
Improved regret bounds for online submodular maximization O Sadeghi, P Raut, M Fazel arXiv preprint arXiv:2106.07836, 2021 | 3 | 2021 |
Online SuBmodular+ SuPermodular (BP) Maximization with Bandit Feedback A Narang, O Sadeghi, LJ Ratliff, M Fazel, J Bilmes arXiv preprint arXiv:2207.03091, 2022 | 2* | 2022 |
Competitive algorithms for online budget-constrained continuous dr-submodular problems O Sadeghi, R Eghbali, M Fazel arXiv preprint arXiv:1907.00312, 2019 | 2 | 2019 |
No-regret online prediction with strategic experts O Sadeghi, M Fazel Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
The Diminishing Returns (DR) Property and Its Applications in Machine Learning O Sadeghi University of Washington, 2023 | | 2023 |
Function Design for Improved Competitive Ratio in Online Resource Allocation with Procurement Costs M Ray, O Sadeghi, LJ Ratliff, M Fazel arXiv preprint arXiv:2012.12457, 2020 | | 2020 |
A Brief Introduction to Spectral Graph Theory C Babecki, K Liu, O Sadeghi | | |
Online Adversarial Zero-Sum Games O Sadeghi | | |
Data-Dependent Regret Bounds O Sadeghi, M Gray, T Fiez | | |
Online Algorithms for Budget-Constrained DR-Submodular Maximization O Sadeghi, R Eghbali, M Fazel | | |