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conftrace_

function composition

8 papers

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neural network (3) deep gaussian process (2) mean-field assumption (1) uniform covering number (1) object representation (1) sigmoid neural network (1) lipschitz continuous (1) capacity bound (1) composition class (1) boolean sequence (1)

Papers

Ehrenfeucht-Haussler Rank and Chain of Thought ICML 2025 Limits of Deep Learning: Sequence Modeling through the Lens of Complexity Theory ICLR 2025 On Enhancing Expressive Power via Compositions of Single Fixed-Size ReLU Network ICML 2023 Benefits of Additive Noise in Composing Classes with Bounded Capacity NeurIPS 2022 Compositional uncertainty in deep Gaussian processes UAI 2020 Generalized Boosting NeurIPS 2020 Higher-Order Function Networks for Learning Composable 3D Object Representations ICLR 2020 Avoiding pathologies in very deep networks AISTATS 2014