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Conference

Conic Linear Units: Improved Model Fusion and Rotational-Symmetric Generative Model

Subjects: Generative AI; Deep Learning for Visual Understanding; Machine Learning Technologies for VisionRome; Italy

  • Source: International Conference on Computer Vision Theory and Applications ; https://hal.science/hal-04383027 ; International Conference on Computer Vision Theory and Applications, Feb 2024, Rome, Italy

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Academic Journal

Near-optimal estimation of smooth transport maps with kernel sums-of-squares

Subjects: [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]

  • Source: EISSN: 2577-0187 ; SIAM Journal on Mathematics of Data Science ; https://hal.science/hal-03466696 ; SIAM Journal on Mathematics of Data Science, In press

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Conference

Proportional Aggregation of Preferences for Sequential Decision Making

Subjects: [INFO.INFO-GT]Computer Science [cs]/Computer Science and Game Theory [cs.GT]; [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]VancouverVancouver, Canada

  • Source: Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence ; https://hal.science/hal-04486833 ; Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence, AAAI, Feb

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Conference

LOCOST: State-Space Models for Long Document Abstractive Summarization

Subjects: state-space models; summarization; [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]St. Julian’s; Malta

  • Source: European Chapter of the Association for Computational Linguistics (EACL) ; https://hal.science/hal-04438465 ; European Chapter of the Association for Computational Linguistics (EACL), Mar 2024, St.

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Report

Probabilistic Prediction of Arrivals and Hospitalizations in Emergency Departments in Île-de-France

Subjects: Emergency department; Time series forecasting; Machine learning

  • Source: https://hal.science/hal-04539380 ; 2024.

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Report

Mean-field neural networks-based algorithms for McKean-Vlasov control problems *

Subjects: McKean-Vlasov control mean-field neural networks learning on Wasserstein space dynamic programming backward SDE deep learning algorithms; McKean-Vlasov control; mean-field neural networks

  • Source: https://hal.science/hal-03900810 ; 2024.

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Conference

ACTIVE SMOTE for Imbalanced Medical Data Classification

Subjects: Imbalanced medical data Machine Learning; SMOTE; Active LearningPortsmouth; United Kingdom

  • Source: Advances in Information Systems, Artificial Intelligence and Knowledge Management ; International Conference on Information and Knowledge Systems ; https://hal.parisnanterre.fr/hal-04462505 ;

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Academic Journal

Fast and fully-automated histograms for large-scale data sets

Subjects: Density estimation Histograms Model selection Minimum description length; Density estimation; Histograms

  • Source: ISSN: 0167-9473 ; Computational Statistics and Data Analysis ; https://hal.science/hal-03909919 ; Computational Statistics and Data Analysis, 2023, 180, pp.107668.

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Conference

Precision-Recall Divergence Optimization for Generative Modeling with GANs and Normalizing Flows

Subjects: [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]Nouvelle Orléans (LA); United States

  • Source: Advances in Neural Information Processing Systems ; https://hal.science/hal-04480496 ; Advances in Neural Information Processing Systems, Dec 2023, Nouvelle Orléans (LA), United States

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Conference

DeepPrism: Channel Convolution for Lightweight Generative Models

Subjects: Machine Learning; Computer Vision; [INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]Harbin City; virtual; China

  • Source: 2023 5th International Conference on Video, Signal and Image Processing. The ACM International Conference Proceeding Series (ICPS).The 5th International Conference on Video, Signal and Image

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  • 1-10 of  141 results for ""Machine learning""