Optimizing Rankings for Recommendation in Matching Markets Jun 3, 2021 Fairness Recommendation Systems
— Unverified Federated Neural Collaborative Filtering Jun 2, 2021 Collaborative Filtering Federated Learning
— Unverified Zipf Matrix Factorization : Matrix Factorization with Matthew Effect Reduction Jun 1, 2021 Fairness Learning-To-Rank
Code Code Available Improving Long-Term Metrics in Recommendation Systems using Short-Horizon Reinforcement Learning Jun 1, 2021 Offline RL Recommendation Systems
— Unverified Dual Graph enhanced Embedding Neural Network for CTR Prediction Jun 1, 2021 Click-Through Rate Prediction Prediction
— Unverified What BERTs and GPTs know about your brand? Probing contextual language models for affect associations Jun 1, 2021 Attribute Marketing
— Unverified Cold Start Problem For Automated Live Video Comments Jun 1, 2021 Recommendation Systems Retrieval
— Unverified Invariant Policy Learning: A Causal Perspective Jun 1, 2021 Multi-Armed Bandits Recommendation Systems
Code Code Available Privileged Graph Distillation for Cold Start Recommendation May 31, 2021 Attribute Collaborative Filtering
— Unverified Network embedding unveils the hidden interactions in the mammalian virome May 31, 2021 Graph Embedding Imputation
— Unverified Generating Interesting Song-to-Song Segues With Dave May 31, 2021 Recommendation Systems
Code Code Available Personalization in E-Grocery: Top-N versus Top-k Rankings May 30, 2021 Recommendation Systems
— Unverified Enumerating Fair Packages for Group Recommendations May 30, 2021 Fairness Recommendation Systems
Code Code Available CausCF: Causal Collaborative Filtering for RecommendationEffect Estimation May 28, 2021 Collaborative Filtering Recommendation Systems
— Unverified The Graph Cut Kernel for Ranked Data May 26, 2021 Recommendation Systems
Code Code Available Low-Precision Hardware Architectures Meet Recommendation Model Inference at Scale May 26, 2021 CPU Recommendation Systems
— Unverified A Hybrid Recommender System for Recommending Smartphones to Prospective Customers May 26, 2021 Collaborative Filtering Recommendation Systems
— Unverified Hybrid Movie Recommender System based on Resource Allocation May 25, 2021 Clustering Collaborative Filtering
— Unverified Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation May 25, 2021 Collaborative Filtering Metric Learning
Code Code Available We Know What You Want: An Advertising Strategy Recommender System for Online Advertising May 25, 2021 Recommendation Systems
— Unverified One4all User Representation for Recommender Systems in E-commerce May 24, 2021 Computational Efficiency Recommendation Systems
— Unverified A General Method For Automatic Discovery of Powerful Interactions In Click-Through Rate Prediction May 21, 2021 Click-Through Rate Prediction Neural Architecture Search
— Unverified Predicting ratings in multi-criteria recommender systems via a collective factor model May 21, 2021 Attribute Recommendation Systems
Code Code Available Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning May 20, 2021 Attribute Conversational Recommendation
— Unverified A Load Balanced Recommendation Approach May 20, 2021 Collaborative Filtering Diversity
— Unverified Learning Robust Recommenders through Cross-Model Agreement May 20, 2021 Denoising model
— Unverified On Interpretation and Measurement of Soft Attributes for Recommendation May 19, 2021 Attribute Recommendation Systems
— Unverified Incentivized Bandit Learning with Self-Reinforcing User Preferences May 19, 2021 Recommendation Systems
— Unverified Where are we in embedding spaces? A Comprehensive Analysis on Network Embedding Approaches for Recommender Systems May 19, 2021 Metric Learning Network Embedding
Code Code Available KECRS: Towards Knowledge-Enriched Conversational Recommendation System May 18, 2021 Conversational Recommendation Entity Embeddings
— Unverified Path-based Deep Network for Candidate Item Matching in Recommenders May 18, 2021 Diversity Recommendation Systems
— Unverified DCAP: Deep Cross Attentional Product Network for User Response Prediction May 18, 2021 Recommendation Systems
Code Code Available Zero-Shot Recommender Systems May 18, 2021 Recommendation Systems Zero-Shot Learning
— Unverified Be Causal: De-biasing Social Network Confounding in Recommendation May 17, 2021 Causal Inference Recommendation Systems
— Unverified Choice Set Confounding in Discrete Choice May 17, 2021 Causal Inference Discrete Choice Models
Code Code Available A Methodology for the Offline Evaluation of Recommender Systems in a User Interface with Multiple Carousels May 13, 2021 Recommendation Systems
Code Code Available Graph Learning based Recommender Systems: A Review May 13, 2021 Collaborative Filtering Graph Learning
Code Code Available Lessons Learned Addressing Dataset Bias in Model-Based Candidate Generation at Twitter May 13, 2021 Recommendation Systems
— Unverified High-Performance FPGA-based Accelerator for Bayesian Neural Networks May 12, 2021 Autonomous Vehicles Bayesian Inference
— Unverified A Graph Neural Network Approach for Product Relationship Prediction May 12, 2021 Drug Discovery Graph Neural Network
— Unverified Looking at CTR Prediction Again: Is Attention All You Need? May 12, 2021 All Click-Through Rate Prediction
— Unverified Learning to Ask Appropriate Questions in Conversational Recommendation May 11, 2021 Conversational Recommendation Question Generation
— Unverified Transfer-Meta Framework for Cross-domain Recommendation to Cold-Start Users May 11, 2021 Meta-Learning Recommendation Systems
— Unverified Learning to Warm Up Cold Item Embeddings for Cold-start Recommendation with Meta Scaling and Shifting Networks May 11, 2021 Recommendation Systems
— Unverified UGRec: Modeling Directed and Undirected Relations for Recommendation May 10, 2021 Attribute Collaborative Filtering
Code Code Available T-EMDE: Sketching-based global similarity for cross-modal retrieval May 10, 2021 Cross-Modal Retrieval Recommendation Systems
— Unverified Stronger Privacy for Federated Collaborative Filtering with Implicit Feedback May 9, 2021 Collaborative Filtering Recommendation Systems
— Unverified Click-Through Rate Prediction Using Graph Neural Networks and Online Learning May 9, 2021 Binary Classification Click-Through Rate Prediction
— Unverified Generative Actor-Critic: An Off-policy Algorithm Using the Push-forward Model May 8, 2021 continuous-control Continuous Control
Code Code Available Towards Content Provider Aware Recommender Systems: A Simulation Study on the Interplay between User and Provider Utilities May 6, 2021 counterfactual Recommendation Systems
— Unverified 