The Graph Cut Kernel for Ranked Data May 26, 2021 Recommendation Systems
Code Code Available We Know What You Want: An Advertising Strategy Recommender System for Online Advertising May 25, 2021 Recommendation Systems
— Unverified Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation May 25, 2021 Collaborative Filtering Metric Learning
Code Code Available Hybrid Movie Recommender System based on Resource Allocation May 25, 2021 Clustering Collaborative Filtering
— Unverified One4all User Representation for Recommender Systems in E-commerce May 24, 2021 Computational Efficiency Recommendation Systems
— Unverified Deconfounded Recommendation for Alleviating Bias Amplification May 22, 2021 Fairness Recommendation Systems
Code Code Available Predicting ratings in multi-criteria recommender systems via a collective factor model May 21, 2021 Attribute Recommendation Systems
Code Code Available 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 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 Personalized Counterfactual Fairness in Recommendation May 20, 2021 counterfactual Decision Making
Code Code Available Learning Robust Recommenders through Cross-Model Agreement May 20, 2021 Denoising model
— Unverified Incentivized Bandit Learning with Self-Reinforcing User Preferences May 19, 2021 Recommendation Systems
— Unverified On Interpretation and Measurement of Soft Attributes for Recommendation May 19, 2021 Attribute 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 Scalable and Explainable 1-Bit Matrix Completion via Graph Signal Learning May 18, 2021 Collaborative Ranking Matrix Completion
Code Code Available 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 Path-based Deep Network for Candidate Item Matching in Recommenders May 18, 2021 Diversity Recommendation Systems
— Unverified KECRS: Towards Knowledge-Enriched Conversational Recommendation System May 18, 2021 Conversational Recommendation Entity Embeddings
— Unverified RecPipe: Co-designing Models and Hardware to Jointly Optimize Recommendation Quality and Performance May 18, 2021 Recommendation Systems Scheduling
Code Code Available Variational Bandwidth Auto-encoder for Hybrid Recommender Systems May 17, 2021 Recommendation Systems
Code Code Available Be Causal: De-biasing Social Network Confounding in Recommendation May 17, 2021 Causal Inference Recommendation Systems
— Unverified TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning May 17, 2021 Contrastive Learning Graph Learning
Code Code Available Choice Set Confounding in Discrete Choice May 17, 2021 Causal Inference Discrete Choice Models
Code Code Available Lessons Learned Addressing Dataset Bias in Model-Based Candidate Generation at Twitter May 13, 2021 Recommendation Systems
— Unverified Causal Intervention for Leveraging Popularity Bias in Recommendation May 13, 2021 Collaborative Filtering Recommendation Systems
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 High-Performance FPGA-based Accelerator for Bayesian Neural Networks May 12, 2021 Autonomous Vehicles Bayesian Inference
— Unverified Looking at CTR Prediction Again: Is Attention All You Need? May 12, 2021 All Click-Through Rate Prediction
— Unverified A Graph Neural Network Approach for Product Relationship Prediction May 12, 2021 Drug Discovery Graph Neural Network
— 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 Neural Graph Matching based Collaborative Filtering May 10, 2021 Attribute Collaborative Filtering
Code Code Available AutoDebias: Learning to Debias for Recommendation May 10, 2021 Imputation Meta-Learning
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 Multi-FR: A Multi-objective Optimization Framework for Multi-stakeholder Fairness-aware Recommendation May 6, 2021 Fairness Recommendation Systems
— Unverified Towards Content Provider Aware Recommender Systems: A Simulation Study on the Interplay between User and Provider Utilities May 6, 2021 counterfactual Recommendation Systems
— Unverified GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph May 6, 2021 Language Modelling Recommendation Systems
Code Code Available Pervasive AI for IoT applications: A Survey on Resource-efficient Distributed Artificial Intelligence May 4, 2021 Recommendation Systems Scheduling
— Unverified Apparel Recommender System based on Bilateral image shape features May 4, 2021 Recommendation Systems
— Unverified Alternate Model Growth and Pruning for Efficient Training of Recommendation Systems May 4, 2021 Recommendation Systems
— Unverified Semantic Modeling for Food Recommendation Explanations May 4, 2021 Food recommendation Knowledge Base Question Answering
— Unverified PreSizE: Predicting Size in E-Commerce using Transformers May 4, 2021 Recommendation Systems
— Unverified 