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Omid Sadeghi
Omid Sadeghi
Postdoctoral Associate, Massachusetts Institute of Technology
Verified email at uw.edu - Homepage
Title
Cited by
Cited by
Year
Online continuous dr-submodular maximization with long-term budget constraints
O Sadeghi, M Fazel
International conference on artificial intelligence and statistics, 4410-4419, 2020
292020
Online dr-submodular maximization with stochastic cumulative constraints
PS Raut, O Sadeghi, M Fazel
arXiv preprint arXiv:2005.14708, 2020
82020
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
82020
Differentially private monotone submodular maximization under matroid and knapsack constraints
O Sadeghi, M Fazel
International Conference on Artificial Intelligence and Statistics, 2908-2916, 2021
72021
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
42021
Improved regret bounds for online submodular maximization
O Sadeghi, P Raut, M Fazel
arXiv preprint arXiv:2106.07836, 2021
32021
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
22019
No-regret online prediction with strategic experts
O Sadeghi, M Fazel
Advances in Neural Information Processing Systems 36, 2024
12024
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
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