conftrace_

algorithm selection

38 papers

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Also known as

AS

Co-occurring keywords

hyperparameter optimization (406) multi-armed bandit (1098) combinatorial optimization (1039) automated machine learning (94) runtime prediction (6) bayesian optimization (624) hyperparameter tuning (215) automatic machine learning (10) clustering algorithm (206) least square (101)

Papers

On the Time Complexity of Algorithm Selection Hyper-Heuristics for Multimodal Optimisation AAAI 2019
The Parameterized Complexity of Cascading Portfolio Scheduling NIPS 2019
Automatic Construction of Parallel Portfolios via Explicit Instance Grouping AAAI 2019
Automated Machine Learning with Monte-Carlo Tree Search IJCAI 2019
Learning to Branch ICML 2018
Neural Networks for Predicting Algorithm Runtime Distributions IJCAI 2018
Data-Driven Clustering via Parameterized Lloyd's Families NIPS 2018
Learning To Learn Around A Common Mean NIPS 2018
Algorithms or Actions? A Study in Large-Scale Reinforcement Learning IJCAI 2018
AutoFolio: An Automatically Configured Algorithm Selector (Extended Abstract) IJCAI 2017
Effect of Incomplete Meta-dataset on Average Ranking Method AUTOML 2016
Algorithm selection by rational metareasoning as a model of human strategy selection NIPS 2014
Towards Property-Based Classification of Clustering Paradigms NIPS 2010