Scalable Greedy Feature Selection via Weak Submodularity

Scalable Greedy Feature Selection via Weak Submodularity

8 March 2017

Ethan R. Elenberg

Papers citing "Scalable Greedy Feature Selection via Weak Submodularity"

15 / 15 papers shown

Title
Graph Optimality-Aware Stochastic LiDAR Bundle Adjustment with Progressive Spatial Smoothing Jianping Li T. Nguyen Muqing Cao Shenghai Yuan Tzu-Yi Hung Lihua Xie 35 3 0 18 Oct 2024
Active Few-Shot Fine-Tuning Jonas Hübotter Bhavya Sukhija Lenart Treven Yarden As Andreas Krause 48 1 0 13 Feb 2024
End-to-end Feature Selection Approach for Learning Skinny Trees Shibal Ibrahim Kayhan Behdin Rahul Mazumder 30 0 0 28 Oct 2023
Greedy Modality Selection via Approximate Submodular Maximization Runxiang Cheng Gargi Balasubramaniam Yifei He Yao-Hung Hubert Tsai Han Zhao 24 1 0 22 Oct 2022
Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection A. De Soumen Chakrabarti 24 4 0 20 Oct 2022
Online Subset Selection using $α$ -Core with no Augmented Regret Sourav Sahoo Siddhant Chaudhary S. Mukhopadhyay Abhishek Sinha OffRL 53 0 0 28 Sep 2022
Network Generalization Prediction for Safety Critical Tasks in Novel Operating Domains Molly O'Brien Michael Medoff Julia V. Bukowski Gregory Hager OOD 26 3 0 17 Aug 2021
RETRIEVE: Coreset Selection for Efficient and Robust Semi-Supervised Learning Krishnateja Killamsetty Xujiang Zhao F. Chen Rishabh K. Iyer 24 78 0 14 Jun 2021
Error-Correction for Sparse Support Recovery Algorithms M. Mehrabi A. Tchamkerten 13 6 0 05 Mar 2021
Fast Adaptive Non-Monotone Submodular Maximization Subject to a Knapsack Constraint Georgios Amanatidis Federico Fusco Philip Lazos S. Leonardi Rebecca Reiffenhauser 27 46 0 09 Jul 2020
Parallel Algorithm for Non-Monotone DR-Submodular Maximization Alina Ene Huy Le Nguyen 13 16 0 30 May 2019
Beyond Adaptive Submodularity: Approximation Guarantees of Greedy Policy with Adaptive Submodularity Ratio K. Fujii Shinsaku Sakaue 29 24 0 24 Apr 2019
Submodular Maximization Beyond Non-negativity: Guarantees, Fast Algorithms, and Applications Christopher Harshaw Moran Feldman Justin Ward Amin Karbasi 15 103 0 19 Apr 2019
Weakly Submodular Maximization Beyond Cardinality Constraints: Does Randomization Help Greedy? Lin Chen Moran Feldman Amin Karbasi 23 47 0 13 Jul 2017
Efficient Data Representation by Selecting Prototypes with Importance Weights Karthik S. Gurumoorthy Amit Dhurandhar Guillermo Cecchi Charu Aggarwal 26 22 0 05 Jul 2017