Omid Sadeghi

6 papers · 2020–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

AISTATS (2) NeurIPS (2) AAAI (1) UAI (1)

Top co-authors

Maryam Fazel (6) Prasanna Raut (2) Lillian Ratliff (1) Adhyyan Narang (1) Jeff Bilmes (1)

Research topics

Machine Learning (5) Mathematics & Optimization (5) Optimization (5) Optimization & Theory (3) Learning Types (2) Artificial Intelligence (1) Application Areas (1) Bayesian & Probabilistic (1) Core AI (1)

Keywords

regret bound (5) submodular maximization (4) online optimization (3) gaussian process (1) online prediction (1) expert advice (1) contextual bandit (1) sublinear regret (1) incentive compatibility (1) recommendation system (1) stochastic method (1) budget constraint (1) convex constraint (1) frank-wolfe algorithm (1) constraint violation (1) matroid constraint (1) diminishing return (1) knapsack constraint (1) strategic expert (1) submodular optimization (1)

Papers

Efficient Interactive Maximization of BP and Weakly Submodular Objectives UAI 2024 No-Regret Online Prediction with Strategic Experts NeurIPS 2023 Differentially Private Monotone Submodular Maximization Under Matroid and Knapsack Constraints AISTATS 2021 Online DR-Submodular Maximization: Minimizing Regret and Constraint Violation AAAI 2021 A Single Recipe for Online Submodular Maximization with Adversarial or Stochastic Constraints NeurIPS 2020 Online Continuous DR-Submodular Maximization with Long-Term Budget Constraints AISTATS 2020