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Akshay Rangamani

Low Rank and Sparse Fourier Structure in Recurrent Networks Trained on Modular Addition

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Mar 28, 2025
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On Generalization Bounds for Neural Networks with Low Rank Layers

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Nov 20, 2024
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Neural-guided, Bidirectional Program Search for Abstraction and Reasoning

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Oct 26, 2021
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For interpolating kernel machines, the minimum norm ERM solution is the most stable

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Jun 28, 2020
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A Scale Invariant Flatness Measure for Deep Network Minima

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Feb 06, 2019
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Automated software vulnerability detection with machine learning

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Aug 02, 2018
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Sparse Coding and Autoencoders

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Oct 20, 2017
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