conftrace_

factorization machine

32 papers

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Also known as

FM

Co-occurring keywords

feature interaction (103) recommender system (534) click-through rate prediction (31) recommendation system (294) collaborative filtering (300) neural network (6616) click-through rate (47) matrix factorization (529) attention network (73) polynomial network (7)

Papers

Modeling the Field Value Variations and Field Interactions Simultaneously for Fraud Detection AAAI 2021
Factorization Machines with Regularization for Sparse Feature Interactions JMLR 2021
The Decoupled Extended Kalman Filter for Dynamic Exponential-Family Factorization Models JMLR 2021
LMLFM: Longitudinal Multi-Level Factorization Machine AAAI 2020
Attention-over-Attention Field-Aware Factorization Machine AAAI 2020
Learning Feature Interactions with Lorentzian Factorization Machine AAAI 2020
Projective Quadratic Regression for Online Learning AAAI 2020
A Dual Input-aware Factorization Machine for CTR Prediction IJCAI 2020
Travel Time Prediction on Un-Monitored Roads: A Spatial Factorization Machine Based Approach (Student Abstract) AAAI 2020
Holographic Factorization Machines for Recommendation AAAI 2019
CFM: Convolutional Factorization Machines for Context-Aware Recommendation IJCAI 2019
Cross-Domain Recommendation via Coupled Factorization Machines AAAI 2019
Accurate and Interpretable Factorization Machines AAAI 2019
Random Feature Maps for the Itemset Kernel AAAI 2019
An Input-aware Factorization Machine for Sparse Prediction IJCAI 2019
Personalized Multimedia Item and Key Frame Recommendation IJCAI 2019
Interaction-Aware Factorization Machines for Recommender Systems AAAI 2019
Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing AAAI 2019
Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee AAAI 2019
RaFM: Rank-Aware Factorization Machines ICML 2019
Predicting Stances from Social Media Posts using Factorization Machines COLING 2018
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines NAACL 2018
Discrete Factorization Machines for Fast Feature-based Recommendation IJCAI 2018
Multi-way Interacting Regression via Factorization Machines NIPS 2017
Multi-output Polynomial Networks and Factorization Machines NIPS 2017