Categorical Feature Compression via Submodular Optimization

Categorical Feature Compression via Submodular Optimization

30 April 2019

Hossein Esfandiari

Vahab S. Mirrokni

Afshin Rostamizadeh

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Papers citing "Categorical Feature Compression via Submodular Optimization"

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Title
Optimality Gap of Decentralized Submodular Maximization under Probabilistic Communication Joan Vendrell Solmaz Kia 135 2 0 16 Sep 2024
Greedy PIG: Adaptive Integrated Gradients Kyriakos Axiotis Sami Abu-El-Haija Lin Chen Matthew Fahrbach Gang Fu FAtt 60 0 0 10 Nov 2023
Stochastic Submodular Maximization via Polynomial Estimators Gözde Özcan Stratis Ioannidis 40 1 0 17 Mar 2023
Feature Cross Search via Submodular Optimization Lin Chen Hossein Esfandiari Gang Fu Vahab S. Mirrokni Qian-long Yu 59 6 0 05 Jul 2021
Scalable Projection-Free Optimization Mingrui Zhang 88 0 0 07 May 2021
Chromatic Learning for Sparse Datasets Vladimir Feinberg Peter Bailis 41 0 0 06 Jun 2020
Locality-Sensitive Hashing for f-Divergences: Mutual Information Loss and Beyond Lin Chen Hossein Esfandiari Thomas Fu Vahab S. Mirrokni 24 13 0 28 Oct 2019
Black Box Submodular Maximization: Discrete and Continuous Settings Lin Chen Mingrui Zhang Hamed Hassani Amin Karbasi 47 17 0 28 Jan 2019