MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation

MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation

7 July 2020

Liming Zhu

Papers citing "MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation"

15 / 15 papers shown

Title
Online Item Cold-Start Recommendation with Popularity-Aware Meta-Learning Yihao Luo Yuezihan Jiang Yinjie Jiang Gaode Chen Jiadong Wang Kaigui Bian Peiyi Li Qi Zhang 59 0 0 18 Nov 2024
Learning to Recommend via Meta Parameter Partition Liang Zhao Yang Wang Daxiang Dong Hao Tian OffRL CLL 74 7 0 04 Dec 2019
MeLU: Meta-Learned User Preference Estimator for Cold-Start Recommendation Hoyeop Lee Jinbae Im Seongwon Jang Hyunsouk Cho Sehee Chung 37 363 0 31 Jul 2019
Sequential Scenario-Specific Meta Learner for Online Recommendation Zhengxiao Du Xiaowei Wang Hongxia Yang Jingren Zhou Jie Tang OffRL LRM CLL 72 118 0 02 Jun 2019
Generalizing from a Few Examples: A Survey on Few-Shot Learning Yaqing Wang Quanming Yao James T. Kwok L. Ni 90 1,814 0 10 Apr 2019
Meta-Learning: A Survey Joaquin Vanschoren FedML OOD 66 762 0 08 Oct 2018
Addressing the Item Cold-start Problem by Attribute-driven Active Learning Y. Zhu Jinhao Lin S. He Beidou Wang Ziyu Guan Haifeng Liu Deng Cai 171 130 0 23 May 2018
Federated Meta-Learning with Fast Convergence and Efficient Communication Fei Chen Mi Luo Zhenhua Dong Zhenguo Li Xiuqiang He FedML 81 395 0 22 Feb 2018
Multimodal Generative Models for Scalable Weakly-Supervised Learning Mike Wu Noah D. Goodman DRL 72 381 0 14 Feb 2018
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 101 2,932 0 26 May 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 823 11,909 0 09 Mar 2017
A Knowledge-Grounded Neural Conversation Model Marjan Ghazvininejad Chris Brockett Ming-Wei Chang W. Dolan Jianfeng Gao Wen-tau Yih Michel Galley BDL 103 573 0 07 Feb 2017
Dynamic Memory Networks for Visual and Textual Question Answering Caiming Xiong Stephen Merity R. Socher 74 755 0 04 Mar 2016
Neural Turing Machines Alex Graves Greg Wayne Ivo Danihelka 97 2,328 0 20 Oct 2014
Budget-Constrained Item Cold-Start Handling in Collaborative Filtering Recommenders via Optimal Design Oren Anava Shahar Golan Nadav Golbandi Zohar Karnin R. Lempel Oleg Rokhlenko O. Somekh 64 27 0 10 Jun 2014