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1Academic Journal
Authors: Maria-Florina Balcan, Dan Deblasio, Travis Dick, Carl Kingsford, Tuomas Sandholm, Ellen Vitercik
Source: Journal of the ACM. 71:1-58
Subject Terms: 0301 basic medicine, data-driven algorithm design, 0303 health sciences, 03 medical and health sciences, machine learning, computational biology, General topics in the theory of algorithms, Learning and adaptive systems in artificial intelligence, automated algorithm design, automated algorithm configuration
File Description: application/xml
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2Academic Journal
Authors: Haghtalab, Nika, Roughgarden, Tim, Shetty, Abhishek
Source: Journal of the ACM. 71(3):1-34
Availability: http://dl.acm.org/doi/10.1145/3656638
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3Academic Journal
Authors: Drygala, Marina, Lattanzi, Silvio, Maggiori, Andreas, Stouras, Miltiadis, Svensson, Ola, Vassilvitskii, Sergei
Contributors: Marina Drygala and Silvio Lattanzi and Andreas Maggiori and Miltiadis Stouras and Ola Svensson and Sergei Vassilvitskii
Subject Terms: FOS: Computer and information sciences, data-driven algorithm design, Computer Science - Data Structures and Algorithms, solution portfolios, Data Structures and Algorithms (cs.DS), ddc:004, matroids
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4Conference
Authors: Balcan, Maria-Florina, DeBlasio, Dan, Dick, Travis, Kingsford, Carl, Sandholm, Tuomas, Vitercik, Ellen
Source: Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing. :919-932
Availability: http://dl.acm.org/doi/10.1145/3406325.3451036
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5Conference
Authors: Drygala, Marina, Lattanzi, Silvio, Maggiori, Andreas, Stouras, Miltiadis, Svensson, Ola, Vassilvitskii, Sergei
Subject Terms: data-driven algorithm design, matroids, solution portfolios
Relation: 16th Innovations in Theoretical Computer Science Conference (ITCS 2025); Leibniz International Proceedings in Informatics (LIPIcs); 325; The 16th Annual Innovations in Theoretical Computer Science (ITCS) conference; #PLACEHOLDER_PARENT_METADATA_VALUE#; MB22.00054; https://infoscience.epfl.ch/handle/20.500.14299/247349
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6Academic Journal
Contributors: Maria-Florina Balcan and Siddharth Prasad and Tuomas Sandholm and Ellen Vitercik
Subject Terms: Automated algorithm configuration, integer programming, machine learning theory, tree search, branch-and-bound, branch-and-cut, cutting planes, sample complexity, generalization guarantees, data-driven algorithm design
File Description: application/pdf
Relation: Is Part Of LIPIcs, Volume 235, 28th International Conference on Principles and Practice of Constraint Programming (CP 2022); https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CP.2022.3
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7Academic Journal
Contributors: Maria-Florina Balcan and Siddharth Prasad and Tuomas Sandholm and Ellen Vitercik
Subject Terms: FOS: Computer and information sciences, sample complexity, data-driven algorithm design, Computer Science - Machine Learning, tree search, Automated algorithm configuration, machine learning theory, Computer Science - Artificial Intelligence, 0211 other engineering and technologies, 02 engineering and technology, cutting planes, Machine Learning (cs.LG), branch-and-cut, Artificial Intelligence (cs.AI), generalization guarantees, Optimization and Control (math.OC), Computer Science - Data Structures and Algorithms, 0202 electrical engineering, electronic engineering, information engineering, FOS: Mathematics, branch-and-bound, Data Structures and Algorithms (cs.DS), ddc:004, integer programming, Mathematics - Optimization and Control
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8Dissertation/ Thesis
Authors: Chen, Binghong
Contributors: Zhang, Chao, Song, Le, Zhang, Xiuwei, Luo, Yunan, Fung, Victor, Computational Science and Engineering
Subject Terms: Learning to search, Data-driven algorithm design, Deep learning, Reinforcement learning, Meta-learning, Graph representation learning, Structured prediction, Robotics applications, AI for drug discovery, Chemistry applications
File Description: application/pdf
Relation: https://hdl.handle.net/1853/72742
Availability: https://hdl.handle.net/1853/72742
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9Dissertation/ Thesis
Authors: Ellen Vitercik
Subject Terms: Applied computing not elsewhere classified, automated algorithm design, data-driven algorithm design, automated algorithm configuration, sample complexity, machine learning theory, mechanism design, Applied Computer Science
Relation: https://figshare.com/articles/thesis/Automated_Algorithm_and_Mechanism_Configuration/17207516
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10Academic Journal
Authors: Tang K; Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, China., Yao X; Department of Computing and Decision Sciences, Lingnan University, Hong Kong 999077, China.
Source: National science review [Natl Sci Rev] 2024 Apr 02; Vol. 11 (8), pp. nwae132. Date of Electronic Publication: 2024 Apr 02 (Print Publication: 2024).
Publication Type: Journal Article; Review
Journal Info: Publisher: China Science Publishing Country of Publication: China NLM ID: 101633095 Publication Model: eCollection Cited Medium: Internet ISSN: 2053-714X (Electronic) Linking ISSN: 2053714X NLM ISO Abbreviation: Natl Sci Rev Subsets: PubMed not MEDLINE
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11Electronic Resource
Authors: Maria-Florina Balcan and Siddharth Prasad and Tuomas Sandholm and Ellen Vitercik, Balcan, Maria-Florina, Prasad, Siddharth, Sandholm, Tuomas, Vitercik, Ellen
Index Terms: Automated algorithm configuration, integer programming, machine learning theory, tree search, branch-and-bound, branch-and-cut, cutting planes, sample complexity, generalization guarantees, data-driven algorithm design, InProceedings, Text, doc-type:ResearchArticle, publishedVersion
URL:
https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CP.2022.3
Is Part Of LIPIcs, Volume 235, 28th International Conference on Principles and Practice of Constraint Programming (CP 2022)