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A New Neural Kernel Regime: The Inductive Bias of Multi-Task Learning

Neural Information Processing Systems

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.