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← Authors

Kevin Tierney

7 papers · 2015–2025 · 4 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+2 more ↓ 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (10) 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (15)
🧭 Keyword Pioneer 🏆 Keyword Champion (2)

Conferences

ICLR (3) IJCAI (2) AAAI (1) NIPS (1)

Top co-authors

André Hottung (4) Viktor Bengs (2) Eyke Hüllermeier (2) Yeong-Dae Kwon (2) Jasmin Brandt (2) Elias Schede (2) Björn Haddenhorst (1) Meinolf Sellmann (1) Marcel Wever (1) Jeongwoo Jae (1)

Keywords

algorithm configuration (2) parameter tuning (2) hyperparameter optimization (2) combinatorial optimization (2) beam search (1) theoretical guarantee (1) neural network (1) configuration method (1) simulation rollout (1) heuristic search (1) active search (1) multi-armed bandit (1)

Papers

PolyNet: Learning Diverse Solution Strategies for Neural Combinatorial Optimization ICLR 2025 AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration AAAI 2023 A Survey of Methods for Automated Algorithm Configuration (Extended Abstract) IJCAI 2023 Efficient Active Search for Combinatorial Optimization Problems ICLR 2022 Simulation-guided Beam Search for Neural Combinatorial Optimization NIPS 2022 Learning a Latent Search Space for Routing Problems using Variational Autoencoders ICLR 2021 Model-Based Genetic Algorithms for Algorithm Configuration IJCAI 2015