Feature Cross Search via Submodular Optimization

Feature Cross Search via Submodular Optimization

5 July 2021

Hossein Esfandiari

Vahab S. Mirrokni

Papers citing "Feature Cross Search via Submodular Optimization"

7 / 7 papers shown

Title
Generalized Linear Rule Models Dennis L. Wei S. Dash Tian Gao Oktay Gunluk 24 63 0 05 Jun 2019
Categorical Feature Compression via Submodular Optimization M. Bateni Lin Chen Hossein Esfandiari Thomas Fu Vahab S. Mirrokni Afshin Rostamizadeh 30 20 0 30 Apr 2019
AutoCross: Automatic Feature Crossing for Tabular Data in Real-World Applications Yuanfei Luo Mengshuo Wang Hao Zhou Quanming Yao Wei-Wei Tu Yuqiang Chen Qiang Yang Wenyuan Dai 21 109 0 29 Apr 2019
Data Summarization at Scale: A Two-Stage Submodular Approach Marko Mitrovic Ehsan Kazemi Morteza Zadimoghaddam Amin Karbasi 25 45 0 07 Jun 2018
Restricted Strong Convexity Implies Weak Submodularity Ethan R. Elenberg Rajiv Khanna A. Dimakis S. Negahban 30 159 0 02 Dec 2016
Empirical AUC for evaluating probabilistic forecasts Simon Byrne AI4TS 66 25 0 22 Aug 2015
Near-optimal Nonmyopic Value of Information in Graphical Models Andreas Krause Carlos Guestrin 52 466 0 04 Jul 2012