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"

13 / 13 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 45 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 21 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 47 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 21 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
Fast Adaptive Non-Monotone Submodular Maximization Subject to a Knapsack Constraint Georgios Amanatidis Federico Fusco Philip Lazos S. Leonardi Rebecca Reiffenhauser 13 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 27 24 0 24 Apr 2019
Weakly Submodular Maximization Beyond Cardinality Constraints: Does Randomization Help Greedy? Lin Chen Moran Feldman Amin Karbasi 21 47 0 13 Jul 2017
Efficient Data Representation by Selecting Prototypes with Importance Weights Karthik S. Gurumoorthy Amit Dhurandhar Guillermo Cecchi Charu Aggarwal 21 22 0 05 Jul 2017