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A New Neural Kernel Regime: The Inductive Bias of Multi-Task Learning
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Remarkably, the solutions learned for each individual task resemble those obtained by solving a kernel regression problem, revealing a novel connection between neural networks and kernel methods.
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TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs Julia Gastinger 1,2,6 Shenyang Huang 1,4 Mikhail Galkin
Neural Information Processing Systems
However, the availability of such resources remains scarce and evaluation faces added complexity due to reproducibility issues in experimental protocols.
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