Kevin Tierney
7 papers · 2015–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory · Machine Learning
(5)
Deep Learning
(2)
Mathematics & Optimization
(2)
Reinforcement Learning
(2)
Learning Types
(2)
Methods
(2)
Optimization
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Application Areas
(1)
Core AI
(1)
Foundations
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
combinatorial optimization
(4)
reinforcement learning
(2)
hyperparameter optimization
(2)
beam search
(2)
active search
(2)
parameter tuning
(2)
algorithm configuration
(2)
multi-armed bandit
(1)
neural combinatorial optimization
(1)
variational autoencoder
(1)
latent space
(1)
heuristic search
(1)
theoretical guarantee
(1)
differential evolution
(1)
solution strategies
(1)
neural network
(1)
configuration method
(1)
simulation rollout
(1)
routing problem
(1)
capacitated vehicle routing problem
(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
NeurIPS 2022
Learning a Latent Search Space for Routing Problems using Variational Autoencoders
ICLR 2021
Model-Based Genetic Algorithms for Algorithm Configuration
IJCAI 2015