Active Mini-Batch Sampling using Repulsive Point Processes

v1v2 (latest)

Active Mini-Batch Sampling using Repulsive Point Processes

8 April 2018

Cengiz Öztireli

ArXiv (abs)PDF HTML

Papers citing "Active Mini-Batch Sampling using Repulsive Point Processes"

14 / 14 papers shown

Title
Multiple Importance Sampling for Stochastic Gradient Estimation Corentin Salaün Xingchang Huang Iliyan Georgiev Niloy J. Mitra Gurprit Singh 93 1 0 22 Jul 2024
Batch Active Learning of Reward Functions from Human Preferences Erdem Biyik Nima Anari Dorsa Sadigh 87 9 0 24 Feb 2024
DPP-based Client Selection for Federated Learning with Non-IID Data Yuxuan Zhang Chao Xu Howard H. Yang Xijun Wang Tony Q.S. Quek FedML 89 5 0 30 Mar 2023
Determinantal point processes based on orthogonal polynomials for sampling minibatches in SGD Rémi Bardenet Subhro Ghosh Meixia Lin 83 6 0 11 Dec 2021
Leverage Score Sampling for Complete Mode Coverage in Generative Adversarial Networks J. Schreurs Hannes De Meulemeester Michaël Fanuel B. De Moor Johan A. K. Suykens GAN 40 0 0 06 Apr 2021
Adaptive Task Sampling for Meta-Learning Chenghao Liu Zhihao Wang Doyen Sahoo Yuan Fang Kun Zhang Guosheng Lin 104 55 0 17 Jul 2020
Meta-Learning in Neural Networks: A Survey Timothy M. Hospedales Antreas Antoniou P. Micaelli Amos Storkey OOD 418 1,998 0 11 Apr 2020
Batch Uniformization for Minimizing Maximum Anomaly Score of DNN-based Anomaly Detection in Sounds Yuma Koizumi Shoichiro Saito Masataka Yamaguchi Shin Murata Noboru Harada 76 26 0 19 Jul 2019
Submodular Batch Selection for Training Deep Neural Networks K. J. Joseph R. VamshiTeja Krishnakant Singh V. Balasubramanian 72 23 0 20 Jun 2019
Batch Active Learning Using Determinantal Point Processes Erdem Biyik Kenneth Wang Nima Anari Dorsa Sadigh 109 62 0 19 Jun 2019
Exact sampling of determinantal point processes with sublinear time preprocessing Michal Derezinski Daniele Calandriello Michal Valko 105 55 0 31 May 2019
Diversity in Machine Learning Z. Gong P. Zhong Weidong Hu 55 203 0 04 Jul 2018
The Effect of Network Width on the Performance of Large-batch Training Lingjiao Chen Hongyi Wang Jinman Zhao Dimitris Papailiopoulos Paraschos Koutris 87 22 0 11 Jun 2018
Advances in Variational Inference Cheng Zhang Judith Butepage Hedvig Kjellström Stephan Mandt BDL 233 698 0 15 Nov 2017