Tobias Friedrich

13 papers · 2019–2025 · 4 venues · across top CS/AI venues

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Achievements

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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (23)

🏆 Keyword Champion (2) 🗃️ Keyword Collector (69) 💎 Century Club · Bronze 🔥 Unstoppable · Bronze 🚀 Conference Pioneer

Venues

AAAI (6) IJCAI (4) AISTATS (2) ICLR (1)

Top co-authors

Andreas Göbel (4) Pascal Lenzner (4) Sarel Cohen (4) Davide Bilò (3) Francesco Quinzan (3) Nicolas Klodt (2) Anna Melnichenko (2) Frank Neumann (2) Ralf Rothenberger (2) Julian Berger (1)

Research topics

Mathematics & Optimization (11) Optimization (9) Mathematics (6) Machine Learning (5) Artificial Intelligence (4) Core AI (4) Optimization & Theory (4) Computer Science (3) Foundations (3) Deep Learning (1) Application Areas (1) Architectures (1) Core Methods (1) Learning Types (1)

Keywords

approximation algorithm (3) combinatorial optimization (3) network creation game (3) greedy algorithm (3) submodular function (3) graph theory (2) submodular optimization (2) price of anarchy (2) nash equilibrium (2) clustering coefficient (2) query complexity (1) stochastic process (1) discrete optimization (1) subset selection (1) feature selection (1) probability distribution (1) euclidean space (1) game theory (1) influence maximization (1) submodular maximization (1)

Papers

Efficient Fault-Tolerant Search by Fast Indexing of Subnetworks AAAI 2025 Strategic Network Creation for Enabling Greedy Routing AAAI 2025 Real-World Networks Are Low-Dimensional: Theoretical and Practical Assessment IJCAI 2024 The Irrelevance of Influencers: Information Diffusion with Re-Activation and Immunity Lasts Exponentially Long on Social Network Models AAAI 2024 Fast Feature Selection with Fairness Constraints AISTATS 2023 Temporal Network Creation Games IJCAI 2023 What’s Wrong with Deep Learning in Tree Search for Combinatorial Optimization ICLR 2022 Adaptive Sampling for Fast Constrained Maximization of Submodular Functions AISTATS 2021 Selfish Creation of Social Networks AAAI 2021 Flow-Based Network Creation Games IJCAI 2020 Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints AAAI 2019 Pareto Optimization for Subset Selection with Dynamic Cost Constraints AAAI 2019 Sharpness of the Satisfiability Threshold for Non-Uniform Random k-SAT IJCAI 2019