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Domain Learning from Data for Large Language Model Translation and Adaptation
Published in Journal of the Brazilian Computer Society (2025)Get full text
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A Unified Framework to Enforce, Discover, and Promote Symmetry in Machine Learning
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Understanding Deep Representation Learning via Layerwise Feature Compression and Discrimination
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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A Hybrid Weighted Nearest Neighbour Classifier for Semi-Supervised Learning
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Learning-to-Optimize with PAC-Bayesian Guarantees: Theoretical Considerations and Practical Implementation
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Critical factors affecting student satisfaction in a distance learning environment
Published in European Journal of Open, Distance and E-Learning - EURODL (2024)Subjects: “…— — — — — — e-Learning…”
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Design and implementation of a smart learning environment for teaching computer networking
Published in European Journal of Open, Distance and E-Learning - EURODL (2023)Subjects: “…— — — — — — e-Learning…”
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DoubleML - An Object-Oriented Implementation of Double Machine Learning in Python
Published in Journal of Machine Learning Research (2026)Subjects: “…— — — — — — e-Learning…”
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Debiased Distributed Learning for Sparse Partial Linear Models in High Dimensions
Published in Journal of Machine Learning Research (2026)Subjects: “…— — — — — — e-Learning…”
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Cognitive Load Theory: Principles, Learning Processes, and Implications for Instructional Design
Published in International Journal of Educational Technology (2025)Subjects: “…— — — — — Distance Education and eLearning…”
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