Submodularity In Machine Learning and Artificial Intelligence

31 January 2022

Papers citing "Submodularity In Machine Learning and Artificial Intelligence"

17 / 17 papers shown

Title
SELECT: A Submodular Approach for Active LiDAR Semantic Segmentation Ruiyu Mao Sarthak Kumar Maharana Xulong Tang Yunhui Guo 3DPC 24 0 0 06 May 2025
Weight Ensembling Improves Reasoning in Language Models Xingyu Dang Christina Baek Kaiyue Wen Zico Kolter Aditi Raghunathan MoMe LRM 65 1 0 14 Apr 2025
MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders Cheng-rong Li May Fung Qingyun Wang Chi Han Manling Li Jindong Wang Heng Ji AI4MH 236 0 0 09 Oct 2024
Global Reinforcement Learning: Beyond Linear and Convex Rewards via Submodular Semi-gradient Methods Ric De Santi Manish Prajapat Andreas Krause 41 3 0 13 Jul 2024
Theoretical Analysis of Submodular Information Measures for Targeted Data Subset Selection Nathan Beck Truong Pham Rishabh K. Iyer 27 1 0 21 Feb 2024
Farzi Data: Autoregressive Data Distillation Noveen Sachdeva Zexue He Wang-Cheng Kang Jianmo Ni D. Cheng Julian McAuley DD 35 3 0 15 Oct 2023
Submodular Reinforcement Learning Manish Prajapat Mojmír Mutný Melanie Zeilinger Andreas Krause OffRL 35 12 0 25 Jul 2023
Data Distillation: A Survey Noveen Sachdeva Julian McAuley DD 47 73 0 11 Jan 2023
Near-Optimal Multi-Agent Learning for Safe Coverage Control Manish Prajapat M. Turchetta Melanie Zeilinger Andreas Krause 35 14 0 12 Oct 2022
Sequential Attention for Feature Selection T. Yasuda M. Bateni Lin Chen Matthew Fahrbach Gang Fu Vahab Mirrokni 41 11 0 29 Sep 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
Online Submodular Coordination with Bounded Tracking Regret: Theory, Algorithm, and Applications to Multi-Robot Coordination Zirui Xu Hongyu Zhou Vasileios Tzoumas 19 9 0 26 Sep 2022
Infinite Recommendation Networks: A Data-Centric Approach Noveen Sachdeva Mehak Preet Dhaliwal Carole-Jean Wu Julian McAuley DD 44 28 0 03 Jun 2022
Dataset Condensation with Differentiable Siamese Augmentation Bo Zhao Hakan Bilen DD 207 293 0 16 Feb 2021
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 248 215 0 07 Sep 2019
Query-Focused Extractive Video Summarization Aidean Sharghi Boqing Gong M. Shah 79 121 0 18 Jul 2016
Determinantal point processes for machine learning Alex Kulesza B. Taskar 176 1,125 0 25 Jul 2012