Omid Sadeghi
 I am a fifth year Ph.D. student in the Electrical and Computer Engineering deparment at the University of Washington advised by Prof. Maryam Fazel. Before coming to UW, I did my bachelors at the Sharif University of Technology where I obtained BS degrees in both Electrical Engineering and Mathematics from the Electrical Engineering department and department of Mathematical Sciences respectively. Also, during my undergraduate studies, I spent the summer 2015 as a junior research assistant at the Chinese University of Hong Kong (CUHK) under the supervision of Prof. Chandra Nair.
Research Interests
Faster First-Order Algorithms for Monotone Strongly DR-Submodular Maximization, With Maryam Fazel, Preprint.
Improved Regret Bounds for Online Submodular Maximization, With Prasanna Raut and Maryam Fazel, ICML 2021 Workshop on Subset Selection in Machine Learning: From Theory to Applications.
Differentially Private Monotone Submodular Maximization Under Matroid and Knapsack Constraints, With Maryam Fazel, AISTATS 2021. [Talk], [Poster]
A Single Recipe for Online Submodular Maximization with Adversarial or Stochastic Constraints, With Prasanna Raut and Maryam Fazel, NeurIPS 2020 (Spotlight presentation: 280/9454 submissions). [Short Talk], [Long Talk], [Poster]
Online DR-Submodular Maximization: Minimizing Regret and Constraint Violation, With Prasanna Raut and Maryam Fazel, AAAI 2021. [Talk], [Poster]
Online Continuous DR-Submodular Maximization with Long-Term Budget Constraints, With Maryam Fazel, AISTATS 2020. [Talk], [Poster]
Online Algorithms for Budget-Constrained DR-Submodular Maximization, With Reza Eghbali and Maryam Fazel, ICML 2020 workshop on Negative Dependence and Submodularity for ML (NDSML 2020). [Slides]
Function Design for Improved Competitive Ratio in Online Resource Allocation with Procurement Costs, With Mitas Ray, Lillian J. Ratliff and Maryam Fazel, Preprint.
Competitive Algorithms for Online Budget-Constrained Continuous DR-Submodular Problems, With Reza Eghbali and Maryam Fazel, Preprint.
Notes and Surveys
CV
Download here.
Contact
omids@uw.edu
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