feature interaction

On the Embedding Collapse when Scaling up Recommendation Models ICML 2024 PE: A Poincare Explanation Method for Fast Text Hierarchy Generation EMNLP 2024 RE-SORT: Removing Spurious Correlation in Multilevel Interaction for CTR Prediction UAI 2024 Scalable Higher-Order Tensor Product Spline Models AISTATS 2024 Shape Arithmetic Expressions: Advancing Scientific Discovery Beyond Closed-Form Equations AISTATS 2024 Single Image Reflection Separation via Dual-Stream Interactive Transformers NeurIPS 2024 Tackling the XAI Disagreement Problem with Regional Explanations AISTATS 2024 Temporal Dependencies and Spatio-Temporal Patterns of Time Series Models AAAI 2024 ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense Predictions CVPR 2024 A Unifying Framework to the Analysis of Interaction Methods using Synergy Functions ICML 2023 Feature Interactions Reveal Linguistic Structure in Language Models ACL 2023 FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction AAAI 2023 Fine-Grained Position Helps Memorizing More, a Novel Music Compound Transformer Model with Feature Interaction Fusion AAAI 2023 From Shapley Values to Generalized Additive Models and back AISTATS 2023 MaskFusion: Feature Augmentation for Click-Through Rate Prediction via Input-adaptive Mask Fusion ICLR 2023 Polyhedron Attention Module: Learning Adaptive-order Interactions NeurIPS 2023 SHAP-IQ: Unified Approximation of any-order Shapley Interactions NeurIPS 2023 SmoothHess: ReLU Network Feature Interactions via Stein's Lemma NeurIPS 2023 Symphony in the Latent Space: Provably Integrating High-Dimensional Techniques with Non-linear Machine Learning Models AAAI 2023 T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction AAAI 2023 Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network NeurIPS 2023 CATN: Cross Attentive Tree-Aware Network for Multivariate Time Series Forecasting AAAI 2022 Composite Feature Selection Using Deep Ensembles NeurIPS 2022 DIGAT: Modeling News Recommendation with Dual-Graph Interaction EMNLP 2022 Dropout as a Regularizer of Interaction Effects AISTATS 2022