Task-Sufficient Contraction: Source Selection for Machine Information Interfaces
A theory paper shows when a task-fixed source reduction preserves the full downstream rate-regret problem.
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Stories tagged #information-bottleneck
Training-Adaptive Convolutional Sparse Coding via Information Bottleneck for Robust Visual Representation
Paper proposes training-adaptive convolutional sparse coding with a learnable sparsity coefficient for robust visual representations.