Search Results - "Computer Science

1

A tractable online learning algorithm for the multinomial logit contextual bandit

Authors: Priyank Agrawal, Theja Tulabandhula, Vashist Avadhanula

Source: European Journal of Operational Research. 310:737-750

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Information Systems and Management, General Computer Science, Statistics - Machine Learning, Modeling and Simulation, Machine Learning (stat.ML), Management Science and Operations Research, Industrial and Manufacturing Engineering, Machine Learning (cs.LG)

Access URL: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0090a0c348b7357ee89bdde93257164a
https://doi.org/10.1016/j.ejor.2023.02.036

2

PiPs: A kernel-based optimization scheme for analyzing non-stationary 1D signals

Authors: Jieren Xu, Yitong Li, Haizhao Yang, David Dunson, Ingrid Daubechies

Source: Applied and Computational Harmonic Analysis. 66:1-17

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Statistics - Machine Learning, Applied Mathematics, Machine Learning (stat.ML), Machine Learning (cs.LG)

Access URL: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::54f0981791bc49800a932000cec0b284
https://doi.org/10.1016/j.acha.2023.04.002

3

Comparison of neural closure models for discretised PDEs

Authors: Hugo Melchers, Daan Crommelin, Barry Koren, Vlado Menkovski, Benjamin Sanderse

Contributors: Centrum Wiskunde & Informatica, Amsterdam (CWI), The Netherlands, Scientific Computing, EIRES, EAISI High Tech Systems, ICMS Affiliated, EAISI Health, Data Mining

Source: Computers & Mathematics with Applications, 143, 94-107
Computers and Mathematics with Applications, 143, 94-107. Agon Elsevier

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, I.2.6, G.1.7, G.1.8, Closure model, Numerical Analysis (math.NA), Neural ODE, Partial differential equations, Machine Learning (cs.LG), 68T07 (Primary), 65M22 (Secondary), Computational Mathematics, Multiscale modelling, Computational Theory and Mathematics, Modeling and Simulation, FOS: Mathematics, Mathematics - Numerical Analysis, Neural networks, Ordinary differential equations

File Description: application/pdf

Access URL: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::95f44a6130f86cd8f3e8b2fa64ac862f
https://doi.org/10.1016/j.camwa.2023.04.030

4

An extended physics informed neural network for preliminary analysis of parametric optimal control problems

Authors: Nicola Demo, Maria Strazzullo, Gianluigi Rozza

Source: Computers & Mathematics with Applications. 143:383-396

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computational Mathematics, Computational Theory and Mathematics, Modeling and Simulation, FOS: Mathematics, Numerical Analysis (math.NA), Mathematics - Numerical Analysis, Machine Learning (cs.LG)

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https://doi.org/10.1016/j.camwa.2023.05.004

5

Continual learning with invertible generative models

Authors: Jary Pomponi, Simone Scardapane, Aurelio Uncini

Source: Neural Networks. 164:606-616

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Statistics - Machine Learning, Artificial Intelligence, Cognitive Neuroscience, Machine Learning (stat.ML), Machine Learning (cs.LG)

Access URL: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::72977a0dcc42008cab35be1d6d6ccbfb
https://doi.org/10.1016/j.neunet.2023.05.020

6

Lie PCA: Density estimation for symmetric manifolds

Authors: Jameson Cahill, Dustin G. Mixon, Hans Parshall

Source: Applied and Computational Harmonic Analysis. 65:279-295

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Optimization and Control (math.OC), Statistics - Machine Learning, Applied Mathematics, FOS: Mathematics, Machine Learning (stat.ML), Mathematics - Optimization and Control, Machine Learning (cs.LG)

Access URL: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::894f6d72dced847abb93302bca9ee535
https://doi.org/10.1016/j.acha.2023.03.001

7

Local Latent Representation Based on Geometric Convolution for Particle Data Feature Exploration

Authors: Haoyu Li, Han-Wei Shen

Source: IEEE Transactions on Visualization and Computer Graphics. 29:3354-3367

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Graphics, Signal Processing, Computer Science - Human-Computer Interaction, Computer Vision and Pattern Recognition, Computer Graphics and Computer-Aided Design, Graphics (cs.GR), Software, Human-Computer Interaction (cs.HC), Machine Learning (cs.LG)

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https://doi.org/10.1109/tvcg.2022.3159114

8

Lifelong learning on evolving graphs under the constraints of imbalanced classes and new classes

Authors: Lukas Galke, Iacopo Vagliano, Benedikt Franke, Tobias Zielke, Marcel Hoffmann, Ansgar Scherp

Contributors: Medical Informatics, APH - Digital Health, APH - Methodology

Source: Neural Networks, 164, 156-176. Elsevier Ltd

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Lifelong learning, Unseen class detection, I.2.6, Artificial Intelligence, Cognitive Neuroscience, Graph representation learning, Continual learning, Evolving graphs, Machine Learning (cs.LG), Graph neural networks

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https://doi.org/10.1016/j.neunet.2023.04.022

9

One-shot Federated Learning without server-side training

Authors: Shangchao Su, Bin Li, Xiangyang Xue

Source: Neural Networks. 164:203-215

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Artificial Intelligence, Cognitive Neuroscience, Machine Learning (cs.LG)

Access URL: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::41b4e0b1b3c891f76ead9af6c29a208d
https://doi.org/10.1016/j.neunet.2023.04.035

10

A sequential deep learning algorithm for sampled mixed-integer optimisation problems

Authors: Roland Bouffanais, Mohammadreza Chamanbaz

Source: Information Sciences. 634:73-84

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Information Systems and Management, Optimization and Control (math.OC), Artificial Intelligence, Control and Systems Engineering, FOS: Mathematics, Mathematics - Optimization and Control, Software, Machine Learning (cs.LG), Computer Science Applications, Theoretical Computer Science

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https://doi.org/10.1016/j.ins.2023.03.061

11

Deep learning for classification of thyroid nodules on ultrasound: validation on an independent dataset

Authors: Weng, Jingxi, Wildman-Tobriner, Benjamin, Buda, Mateusz, Yang, Jichen, Ho, Lisa M., Allen, Brian C., Ehieli, Wendy L., Miller, Chad M., Zhang, Jikai, Mazurowski, Maciej A.

Source: Clinical Imaging. 99:60-66

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Vision and Pattern Recognition (cs.CV), Image and Video Processing (eess.IV), Computer Science - Computer Vision and Pattern Recognition, FOS: Electrical engineering, electronic engineering, information engineering, Radiology, Nuclear Medicine and imaging, Electrical Engineering and Systems Science - Image and Video Processing, Machine Learning (cs.LG)

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https://doi.org/10.1016/j.clinimag.2023.04.010

12

Start small: Training controllable game level generators without training data by learning at multiple sizes

Authors: Zakaria, Yahia, Fayek, Magda, Hadhoud, Mayada

Source: Alexandria Engineering Journal. 72:479-494

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, General Engineering, Machine Learning (cs.LG)

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https://doi.org/10.1016/j.aej.2023.04.019

13

SeamlessGAN: Self-Supervised Synthesis of Tileable Texture Maps

Authors: Carlos Rodriguez-Pardo, Elena Garces

Source: IEEE Transactions on Visualization and Computer Graphics. 29:2914-2925

Access URL: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::96a084396252f0d8d948941e18bb5405
https://doi.org/10.1109/tvcg.2022.3143615

14

Geometric Deep Learning to Identify the Critical 3D Structural Features of the Optic Nerve Head for Glaucoma Diagnosis

Authors: Fabian A. Braeu, Alexandre H. Thiéry, Tin A. Tun, Aiste Kadziauskiene, George Barbastathis, Tin Aung, Michaël J.A. Girard

Source: American Journal of Ophthalmology. 250:38-48

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, genetic structures, Computer Science - Artificial Intelligence, Computer Vision and Pattern Recognition (cs.CV), Image and Video Processing (eess.IV), Computer Science - Computer Vision and Pattern Recognition, Electrical Engineering and Systems Science - Image and Video Processing, eye diseases, Machine Learning (cs.LG), Ophthalmology, Artificial Intelligence (cs.AI), FOS: Electrical engineering, electronic engineering, information engineering, sense organs

Access URL: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dfa76c943bfa6950b3e93bd2b5ad1fad
https://doi.org/10.1016/j.ajo.2023.01.008

15

An Efficient Neural-Network and Finite-Difference Hybrid Method for Elliptic Interface Problems with Applications

Authors: Hu, Wei-Fan, Lin, Te-Sheng, Tseng, Yu-Hau, Lai, Ming-Chih

Source: Communications in Computational Physics. 33:1090-1105

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Physics and Astronomy (miscellaneous), FOS: Mathematics, Mathematics - Numerical Analysis, Numerical Analysis (math.NA), Machine Learning (cs.LG)

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https://doi.org/10.4208/cicp.oa-2022-0284

16

Micro-Supervised Disturbance Learning: A Perspective of Representation Probability Distribution

Authors: Jielei Chu, Jing Liu, Hongjun Wang, Hua Meng, Zhiguo Gong, Tianrui Li

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45:7542-7558

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computational Theory and Mathematics, Statistics - Machine Learning, Artificial Intelligence, Applied Mathematics, Machine Learning (stat.ML), Computer Vision and Pattern Recognition, Software, Machine Learning (cs.LG)

Access URL: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3f7337b968c750b91bccefb00d42ca73
https://doi.org/10.1109/tpami.2022.3225461

17

OCTAve: 2D En Face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning With Locality Augmentation

Authors: Amrest Chinkamol, Vetit Kanjaras, Phattarapong Sawangjai, Yitian Zhao, Thapanun Sudhawiyangkul, Chantana Chantrapornchai, Cuntai Guan, Theerawit Wilaiprasitporn

Source: Web of Science

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Vision and Pattern Recognition (cs.CV), Image and Video Processing (eess.IV), FOS: Electrical engineering, electronic engineering, information engineering, Computer Science - Computer Vision and Pattern Recognition, Biomedical Engineering, Electrical Engineering and Systems Science - Image and Video Processing, Machine Learning (cs.LG)

Access URL: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4087558a9fcad01981d8c4b6e6fae85b
https://doi.org/10.1109/tbme.2022.3232102

18

Online AutoML

Authors: Bilge Celik, Prabhant Singh, Joaquin Vanschoren

Contributors: Data Mining, EAISI Health, EAISI Foundational

Source: Machine Learning, 112(6), 1897-1921. Springer

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Artificial Intelligence (cs.AI), Automated drift adaptation, Online automl, Automated online learning, Computer Science - Artificial Intelligence, Artificial Intelligence, Concept drift, Software, Machine Learning (cs.LG)

Access URL: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7dfe17ba71df31736d9ca467c27eff69
https://doi.org/10.1007/s10994-022-06262-0

19

EGC2: Enhanced graph classification with easy graph compression

Authors: Jinyin Chen, Haiyang Xiong, Haibin Zheng, Dunjie Zhang, Jian Zhang, Mingwei Jia, Yi Liu

Source: Information Sciences. 629:376-397

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Graphics, Information Systems and Management, Artificial Intelligence, Control and Systems Engineering, Graphics (cs.GR), Software, Machine Learning (cs.LG), Computer Science Applications, Theoretical Computer Science

Access URL: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::270f94552ff4e1ab10f5688a1e755995
https://doi.org/10.1016/j.ins.2023.01.114

20

Why adversarial reprogramming works, when it fails, and how to tell the difference

Authors: Yang Zheng, Xiaoyi Feng, Zhaoqiang Xia, Xiaoyue Jiang, Ambra Demontis, Maura Pintor, Battista Biggio, Fabio Roli

Source: Information Sciences. 632:130-143

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Information Systems and Management, Artificial Intelligence, Control and Systems Engineering, ComputingMethodologies_GENERAL, Software, Machine Learning (cs.LG), Computer Science Applications, Theoretical Computer Science

Access URL: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1e0138469cc69a4c0f7e22b7dbc37822
https://doi.org/10.1016/j.ins.2023.02.086

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