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MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning
Gao, Yuan, Bai, Haoping, Jie, Zequn, Ma, Jiayi, Jia, Kui, Liu, Wei
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2020)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2020)
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Conference Proceeding
Evaluating the performance of metaheuristic-tuned weight agnostic neural networks for crop yield prediction
Jovanovic, Luka, Zivkovic, Miodrag, Bacanin, Nebojsa, Dobrojevic, Milos, Simic, Vladimir, Sadasivuni, Kishor Kumar, Tirkolaee, Erfan Babaee
Published in Neural computing & applications (01.08.2024)
Published in Neural computing & applications (01.08.2024)
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Journal Article
MbExplainer: Multilevel bandit-based explanations for downstream models with augmented graph embeddings
Golgoon, Ashkan, Franks, Ryan, Filom, Khashayar, Ravi Kannan, Arjun
Published in Machine learning (01.09.2025)
Published in Machine learning (01.09.2025)
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Journal Article
Robust Architecture-Agnostic and Noise Resilient Training of Photonic Deep Learning Models
Kirtas, Manos, Passalis, Nikolaos, Mourgias-Alexandris, George, Dabos, George, Pleros, Nikos, Tefas, Anastasios
Published in IEEE transactions on emerging topics in computational intelligence (01.02.2023)
Published in IEEE transactions on emerging topics in computational intelligence (01.02.2023)
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Journal Article
Bayesian Meta-Learning: Toward Fast Adaptation in Neural Network Positioning Techniques
Pu, Qiaolin, Chen, Youkun, Zhou, Mu, Ng, Joseph Kee-Yin, Cai, Rui
Published in IEEE internet of things journal (15.04.2024)
Published in IEEE internet of things journal (15.04.2024)
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Journal Article
Reinforcement learning-based architecture search for quantum machine learning
Rapp, Frederic, Kreplin, David A, Huber, Marco F, Roth, Marco
Published in Machine learning: science and technology (31.03.2025)
Published in Machine learning: science and technology (31.03.2025)
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Journal Article
Effective Pruning for Top-k Feature Search on the Basis of SHAP Values
Chabrier, Lisa, Crombach, Anton, Peignier, Sergio, Rigotti, Christophe
Published in IEEE access (2024)
Published in IEEE access (2024)
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Journal Article
New Physics Agnostic Selections For New Physics Searches
Woźniak, Kinga Anna, Cerri, Olmo, Duarte, Javier M., Möller, Torsten, Ngadiuba, Jennifer, Nguyen, Thong Q., Pierini, Maurizio, Spiropulu, Maria, Vlimant, Jean-Roch
Published in EPJ Web of conferences (2020)
Published in EPJ Web of conferences (2020)
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Journal Article
Conference Proceeding
Automated program improvement with reinforcement learning and graph neural networks
Sukur, Nataša, Milošević, Nemanja, Pracner, Doni, Budimac, Zoran
Published in Soft computing (Berlin, Germany) (01.02.2024)
Published in Soft computing (Berlin, Germany) (01.02.2024)
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Journal Article