Mehmet Fatih Sahin

3 papers · 2018–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

NeurIPS (2) ICML (1)

Top co-authors

Volkan Cevher (3) Fabian Latorre (1) Ya-Ping Hsieh (1) Elias Abad Rocamora (1) Ahmet Alacaoglu (1) Armin eftekhari (1) Ehsan Asadi Kangarshahi (1) Fanghui Liu (1) Grigorios Chrysos (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Mathematics & Optimization (2) Core AI (2) Optimization (2) Machine Learning (1) Learning Types (1) Optimization & Theory · Deep Learning (1) Optimization & Theory · Machine Learning (1) Techniques (1)

Keywords

non-convex optimization (1) formal verification (1) branch and bound (1) oracle complexity (1) mirror descent (1) no-regret learning (1) optimistic mirror descent (1) convergence guarantee (1) zero-sum game (1) neural network robustness (1) model verification (1) semidefinite program (1) first-order stationary point (1) decentralized setting (1) polynomial network (1) multi-agent system (1) adversarial regret (1) game value (1) inexact augmented lagrangian (1)

Papers

Sound and Complete Verification of Polynomial Networks NeurIPS 2022 An Inexact Augmented Lagrangian Framework for Nonconvex Optimization with Nonlinear Constraints NeurIPS 2019 Let’s be Honest: An Optimal No-Regret Framework for Zero-Sum Games ICML 2018