universal-approximation

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cemanil / LNets

Lipschitz Neural Networks described in "Sorting Out Lipschitz Function Approximation" (ICML 2019).

expressiveness lipschitz-functions gan-training maxmin adversarial-robustness robustness-experiments universal-approximation wasserstein-distance-estimation groupsort

Updated Jun 1, 2020
Python

amacaluso / Quantum-Single-Layer-Perceptron

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This repository contains the code to reproduce the results in the paper A Variational algorithm for Quantum Neural Networks, accepted in the International Conference on Computational Science 2020, Quantum Computing track.

neural-networks single-layer-perceptron quantum-neural-networks universal-approximation quantum-artificial-intelligence

Updated Jun 9, 2022
Python

MAGICS-LAB / algo_emu

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In‑Context Algorithm Emulation in Fixed‑Weight Transformers

transformer attention-mechanism universal-approximation in-context-learning foundation-model algorithm-emulation in-context-algorithm-emulation algorithm-swapping

Updated Mar 10, 2026
Python

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