Information-theoretic analysis of generalization capability of learning algorithms
–Neural Information Processing Systems
A learning algorithm can be viewed as a randomized mapping, or a channel in the information-theoretic language, which takes a training dataset as input and generates a hypothesis as output.
Neural Information Processing Systems
Nov-21-2025, 12:21:23 GMT
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