feature interaction

Two-Stage Label Embedding via Neural Factorization Machine for Multi-Label Classification AAAI 2019 Understanding Dropouts in MOOCs AAAI 2019 Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee AAAI 2019 A Data Driven Approach to Predicting Rating Scores for New Restaurants ACML 2018 Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs ICLR 2018 Detecting Statistical Interactions from Neural Network Weights ICLR 2018 The xyz algorithm for fast interaction search in high-dimensional data JMLR 2018 WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models ICML 2018 Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks IJCAI 2017 DeepFM: A Factorization-Machine based Neural Network for CTR Prediction IJCAI 2017 Kernel Pooling for Convolutional Neural Networks CVPR 2017 Locally Linear Factorization Machines IJCAI 2017 Higher-Order Factorization Machines NeurIPS 2016 Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms ICML 2016 Random Intersection Trees JMLR 2014 Understanding variable importances in forests of randomized trees NeurIPS 2013