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expressivity

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equivariant (2) transformer (2) persistent homology (1) action prediction (1) generalization (1) generative model (1) restricted boltzmann machine (1) lower bound (1) graph isomorphism (1) equivariant neural network (1)

Papers

A Bregman Proximal Viewpoint on Neural Operators ICML 2025 Equivariant Polynomial Functional Networks ICML 2025 Lower Bounds for Chain-of-Thought Reasoning in Hard-Attention Transformers ICML 2025 Positional Attention: Expressivity and Learnability of Algorithmic Computation ICML 2025 Revisiting Neural Networks for Few-Shot Learning: A Zero-Cost NAS Perspective ICML 2025 The Generalized Skew Spectrum of Graphs ICML 2025 The Price of Freedom: Exploring Expressivity and Runtime Tradeoffs in Equivariant Tensor Products ICML 2025 Training Strategies for Efficient Embodied Reasoning CoRL 2025 Weisfeiler and Leman Go Gambling: Why Expressive Lottery Tickets Win ICML 2025 A Tensor Decomposition Perspective on Second-order RNNs ICML 2024 Graph As Point Set ICML 2024 Topological Neural Networks go Persistent, Equivariant, and Continuous ICML 2024 Weisfeiler-Leman at the margin: When more expressivity matters ICML 2024 Expressive Power and Approximation Errors of Restricted Boltzmann Machines NeurIPS 2011