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

PE: A Poincare Explanation Method for Fast Text Hierarchy Generation EMNLP 2024
Bi-DCSpell: A Bi-directional Detector-Corrector Interactive Framework for Chinese Spelling Check EMNLP 2024
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles AAAI 2024
T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction AAAI 2023
Symphony in the Latent Space: Provably Integrating High-Dimensional Techniques with Non-linear Machine Learning Models AAAI 2023
A Unifying Framework to the Analysis of Interaction Methods using Synergy Functions ICML 2023
FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction AAAI 2023
Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network NIPS 2023
Fine-Grained Position Helps Memorizing More, a Novel Music Compound Transformer Model with Feature Interaction Fusion AAAI 2023
Feature Interactions Reveal Linguistic Structure in Language Models ACL 2023
From Shapley Values to Generalized Additive Models and back AISTATS 2023
SHAP-IQ: Unified Approximation of any-order Shapley Interactions NIPS 2023
Polyhedron Attention Module: Learning Adaptive-order Interactions NIPS 2023
SmoothHess: ReLU Network Feature Interactions via Stein's Lemma NIPS 2023
Dropout as a Regularizer of Interaction Effects AISTATS 2022
Siamese Network with Interactive Transformer for Video Object Segmentation AAAI 2022
FINet: Dual Branches Feature Interaction for Partial-to-Partial Point Cloud Registration AAAI 2022
Large-Scale IP Usage Identification via Deep Ensemble Learning (Student Abstract) AAAI 2022
Neural Basis Models for Interpretability NIPS 2022
Scalable Interpretability via Polynomials NIPS 2022
Table2Graph: Transforming Tabular Data to Unified Weighted Graph IJCAI 2022
Composite Feature Selection Using Deep Ensembles NIPS 2022
YOLO-ReT: Towards High Accuracy Real-Time Object Detection on Edge GPUs WACV 2022
DIGAT: Modeling News Recommendation with Dual-Graph Interaction EMNLP 2022
CATN: Cross Attentive Tree-Aware Network for Multivariate Time Series Forecasting AAAI 2022