Machine Learning · Computer Science
A Review of Meta-level Learning in the Context of Multi-component, Multi-level Evolving Prediction Systems
Abbas Raza Ali, Marcin Budka, Bogdan Gabrys
2020-07-22
Machine Learning · Computer Science
Deep Heterogeneous Autoencoders for Collaborative Filtering
Tianyu Li, Yukun Ma, Jiu Xu, Bjorn Stenger +2
2018-12-18
Information Retrieval · Computer Science
BERTERS: Multimodal Representation Learning for Expert Recommendation System with Transformer
N. Nikzad-Khasmakhi, M. A. Balafar, M. Reza Feizi-Derakhshi, Cina Motamed
2021-08-25
Information Retrieval · Computer Science
Personalised Visual Art Recommendation by Learning Latent Semantic Representations
Bereket Abera Yilma, Najib Aghenda, Marcelo Romero, Yannick Naudet +1
2020-11-11
Information Retrieval · Computer Science
Infusing Collaborative Recommenders with Distributed Representations
Greg Zanotti, Miller Horvath, Lucas Nunes Barbosa, Venkata Trinadh Kumar Gupta Immedisetty +1
2016-08-24
Information Retrieval · Computer Science
Agent-centric Information Access
Evangelos Kanoulas, Panagiotis Eustratiadis, Yongkang Li, Yougang Lyu +4
2025-02-27
Information Retrieval · Computer Science
ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models
Qijiong Liu, Nuo Chen, Tetsuya Sakai, Xiao-Ming Wu
2023-09-01
Machine Learning · Computer Science
ExpertMatcher: Automating ML Model Selection for Users in Resource Constrained Countries
Vivek Sharma, Praneeth Vepakomma, Tristan Swedish, Ken Chang +2
2019-10-08
Information Retrieval · Computer Science
Deep Learning Model Acceleration and Optimization Strategies for Real-Time Recommendation Systems
Junli Shao, Jing Dong, Dingzhou Wang, Kowei Shih +2
2025-08-14
Information Retrieval · Computer Science
AutoData: A Multi-Agent System for Open Web Data Collection
Tianyi Ma, Yiyue Qian, Zheyuan Zhang, Zehong Wang +8
2025-05-23
Information Retrieval · Computer Science
Expert Finding in Heterogeneous Bibliographic Networks with Locally-trained Embeddings
Huan Gui, Qi Zhu, Liyuan Liu, Aston Zhang +1
2018-03-12
Information Retrieval · Computer Science
Making Sense of Data in the Wild: Data Analysis Automation at Scale
Mara Graziani, Malina Molnar, Irina Espejo Morales, Joris Cadow-Gossweiler +1
2025-02-25
Information Retrieval · Computer Science
Deep Research for Recommender Systems
Kesha Ou, Chenghao Wu, Xiaolei Wang, Bowen Zheng +5
2026-03-10
Computation and Language · Computer Science
O-Researcher: An Open Ended Deep Research Model via Multi-Agent Distillation and Agentic RL
Yi Yao, He Zhu, Piaohong Wang, Jincheng Ren +11
2026-01-08