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Diffeomorphism-based feature learning using Poincaré inequalities on augmented input space
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Ontolearn---A Framework for Large-scale OWL Class Expression Learning in Python
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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PFLlib: A Beginner-Friendly and Comprehensive Personalized Federated Learning Library and Benchmark
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Orthogonal Bases for Equivariant Graph Learning with Provable k-WL Expressive Power
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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depyf: Open the Opaque Box of PyTorch Compiler for Machine Learning Researchers
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Stable learning using spiking neural networks equipped with affine encoders and decoders
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Hierarchical and Stochastic Crystallization Learning: Geometrically Leveraged Nonparametric Regression with Delaunay Triangulation
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Enhanced Feature Learning via Regularisation: Integrating Neural Networks and Kernel Methods
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Diffeomorphism-based feature learning using Poincaré inequalities on augmented input space
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text
-
Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text
-
Ontolearn---A Framework for Large-scale OWL Class Expression Learning in Python
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text
-
PFLlib: A Beginner-Friendly and Comprehensive Personalized Federated Learning Library and Benchmark
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
Get full text