conftrace_

feature interaction

103 papers

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Co-occurring keywords

factorization machine (32) neural network (6616) deep learning (2118) recommender system (534) model interpretability (519) feature attribution (280) attention mechanism (4001) shapley value (206) representation learning (6206) click-through rate (47)

Papers

Knowledge Graph Embedding with Atrous Convolution and Residual Learning COLING 2020
An Interpretable and Sample Efficient Deep Kernel for Gaussian Process UAI 2020
X-Linear Attention Networks for Image Captioning CVPR 2020
Detecting Interactions from Neural Networks via Topological Analysis NIPS 2020
Temporal Bilinear Networks for Video Action Recognition AAAI 2019
Finding Statistically Significant Interactions between Continuous Features IJCAI 2019
CFM: Convolutional Factorization Machines for Context-Aware Recommendation IJCAI 2019
Learning Deep Bilinear Transformation for Fine-grained Image Representation NIPS 2019
Accurate and Interpretable Factorization Machines AAAI 2019
Two-Stage Label Embedding via Neural Factorization Machine for Multi-Label Classification AAAI 2019
InteractionNN: A Neural Network for Learning Hidden Features in Sparse Prediction IJCAI 2019
Interaction Hard Thresholding: Consistent Sparse Quadratic Regression in Sub-quadratic Time and Space NIPS 2019
Interaction-Aware Factorization Machines for Recommender Systems AAAI 2019
Understanding Dropouts in MOOCs AAAI 2019
RaFM: Rank-Aware Factorization Machines ICML 2019
Graph Space Embedding IJCAI 2019
Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee AAAI 2019
WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models ICML 2018
A Data Driven Approach to Predicting Rating Scores for New Restaurants ACML 2018
The xyz algorithm for fast interaction search in high-dimensional data JMLR 2018
Kernel Pooling for Convolutional Neural Networks CVPR 2017
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
Locally Linear Factorization Machines IJCAI 2017
Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms ICML 2016