Online Item Cold-Start Recommendation with Popularity-Aware Meta-Learning

Online Item Cold-Start Recommendation with Popularity-Aware Meta-Learning

18 November 2024

Papers citing "Online Item Cold-Start Recommendation with Popularity-Aware Meta-Learning"

14 / 14 papers shown

Title
A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations K. Neupane Ervine Zheng Yu Kong Qi Yu 26 15 0 03 Apr 2022
Meta-Learning for Online Update of Recommender Systems Minseok Kim Hwanjun Song Yooju Shin Dongmin Park Kijung Shin Jae-Gil Lee KELM 39 18 0 19 Mar 2022
Cold-start Sequential Recommendation via Meta Learner Yujia Zheng Siyi Liu Zekun Li Shu Wu 58 64 0 10 Dec 2020
MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation Manqing Dong Feng Yuan Lina Yao Xiwei Xu Liming Zhu CLL 22 166 0 07 Jul 2020
Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML Aniruddh Raghu M. Raghu Samy Bengio Oriol Vinyals 298 641 0 19 Sep 2019
MeLU: Meta-Learned User Preference Estimator for Cold-Start Recommendation Hoyeop Lee Jinbae Im Seongwon Jang Hyunsouk Cho Sehee Chung 22 360 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 49 116 0 02 Jun 2019
How to train your MAML Antreas Antoniou Harrison Edwards Amos Storkey 50 771 0 22 Oct 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 227 10,152 0 10 Jul 2018
Deep Learning using Rectified Linear Units (ReLU) Abien Fred Agarap 54 3,206 0 22 Mar 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 759 11,793 0 09 Mar 2017
Dynamic Matrix Factorization with Priors on Unknown Values Robin Devooght N. Kourtellis Amin Mantrach 23 99 0 23 Jul 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 813 149,474 0 22 Dec 2014
A Theoretical Analysis of NDCG Type Ranking Measures Yining Wang Liwei Wang Yuanzhi Li Di He Tie-Yan Liu Wei-neng Chen 85 417 0 24 Apr 2013