Kevin Tierney

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

Achievements

🌉 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