On-Device Learning with Cloud-Coordinated Data Augmentation for Extreme Model Personalization in Recommender Systems Jan 24, 2022 Data Augmentation Recommendation Systems
— Unverified An integrated recurrent neural network and regression model with spatial and climatic couplings for vector-borne disease dynamics Jan 23, 2022 Recommendation Systems regression
— Unverified Reinforcement Routing on Proximity Graph for Efficient Recommendation Jan 23, 2022 Imitation Learning Recommendation Systems
— Unverified LRSVRG-IMC: An SVRG-Based Algorithm for LowRank Inductive Matrix Completion Jan 21, 2022 Matrix Completion Recommendation Systems
— Unverified Batch versus Sequential Active Learning for Recommender Systems Jan 19, 2022 Active Learning Recommendation Systems
— Unverified Learning to Rank For Push Notifications Using Pairwise Expected Regret Jan 19, 2022 Learning-To-Rank Recommendation Systems
— Unverified On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges Jan 18, 2022 Causal Inference Prediction
— Unverified Emergent Instabilities in Algorithmic Feedback Loops Jan 18, 2022 Collaborative Filtering Recommendation Systems
Code Code Available Do KG-augmented Models Leverage Knowledge as Humans Do? Jan 17, 2022 Knowledge Graphs Question Answering
— Unverified Unintended Bias in Language Model-driven Conversational Recommendation Jan 17, 2022 Conversational Recommendation Language Modeling
— Unverified Self-Supervised Bot Play for Transcript-Free Conversational Recommendation with Justification Jan 16, 2022 Conversational Recommendation Recommendation Systems
— Unverified Multi-Sparse-Domain Collaborative Recommendation via Enhanced Comprehensive Aspect Preference Learning Jan 16, 2022 Domain Adaptation Recommendation Systems
— Unverified Towards Policy-Guided Conversational Recommendation with Dialogue Acts Jan 16, 2022 Conversational Recommendation Recommendation Systems
— Unverified Debiased Recommendation with User Feature Balancing Jan 16, 2022 Causal Inference Recommendation Systems
— Unverified Doing More with Less: Overcoming Data Scarcity for POI Recommendation via Cross-Region Transfer Jan 16, 2022 Graph Attention Meta-Learning
— Unverified Improving Conversational Recommendation Systems’ Quality with Context-Aware Item Meta-Information Jan 16, 2022 Conversational Recommendation Knowledge Graphs
— Unverified Proceedings of the 4th Workshop on Online Recommender Systems and User Modeling -- ORSUM 2021 Jan 12, 2022 Recommendation Systems
— Unverified Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems Jan 10, 2022 Collaborative Filtering Recommendation Systems
Code Code Available Graph-Based Recommendation System Enhanced with Community Detection Jan 10, 2022 Community Detection Recommendation Systems
— Unverified RecoMed: A Knowledge-Aware Recommender System for Hypertension Medications Jan 9, 2022 Decision Making Graph Mining
— Unverified Projection: A Mixed-Initiative Research Process Jan 9, 2022 Clustering Recommendation Systems
— Unverified On the Effectiveness of Sampled Softmax Loss for Item Recommendation Jan 7, 2022 Contrastive Learning Recommendation Systems
— Unverified Sparse-Dyn: Sparse Dynamic Graph Multi-representation Learning via Event-based Sparse Temporal Attention Network Jan 4, 2022 Graph Embedding Graph Neural Network
— Unverified Attention-Based Recommendation On Graphs Jan 4, 2022 Collaborative Filtering Recommendation Systems
— Unverified Tencent-MVSE: A Large-Scale Benchmark Dataset for Multi-Modal Video Similarity Evaluation Jan 1, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Toward Pareto Efficient Fairness-Utility Trade-off inRecommendation through Reinforcement Learning Jan 1, 2022 Fairness Multi-Objective Reinforcement Learning
— Unverified Exploiting Bi-directional Global Transition Patterns and Personal Preferences for Missing POI Category Identification Dec 31, 2021 Prediction Recommendation Systems
— Unverified Context-Aware Compilation of DNN Training Pipelines across Edge and Cloud Dec 30, 2021 Feature Compression Image Classification
Code Code Available Private Private Information Dec 29, 2021 Causal Inference Fairness
— Unverified Session-based Recommendation with Hypergraph Attention Networks Dec 28, 2021 Recommendation Systems Session-Based Recommendations
— Unverified MOEF: Modeling Occasion Evolution in Frequency Domain for Promotion-Aware Click-Through Rate Prediction Dec 27, 2021 Click-Through Rate Prediction Recommendation Systems
Code Code Available Automatic Meta-Path Discovery for Effective Graph-Based Recommendation Dec 23, 2021 Recommendation Systems
Code Code Available Comprehensive Movie Recommendation System Dec 23, 2021 Collaborative Filtering Movie Recommendation
— Unverified Decision support system for distributed manufacturing based on input-output analysis and economic complexity Dec 23, 2021 Recommendation Systems
Code Code Available Movie Recommender System using critic consensus Dec 22, 2021 Collaborative Filtering Recommendation Systems
— Unverified Synthetic Data and Simulators for Recommendation Systems: Current State and Future Directions Dec 21, 2021 Dataset Generation Privacy Preserving
— Unverified Robust Recommendation with Implicit Feedback via Eliminating the Effects of Unexpected Behaviors Dec 21, 2021 Recommendation Systems
Code Code Available Adversarial Gradient Driven Exploration for Deep Click-Through Rate Prediction Dec 21, 2021 Click-Through Rate Prediction Recommendation Systems
— Unverified Knowledge graph enhanced recommender system Dec 17, 2021 Attribute Graph Neural Network
— Unverified Self-supervised clarification question generation for ambiguous multi-turn conversation Dec 17, 2021 Conversational Recommendation Question Generation
— Unverified Adversarial Examples for Extreme Multilabel Text Classification Dec 14, 2021 Classification Multilabel Text Classification
Code Code Available Improving Sequential Recommendations via Bidirectional Temporal Data Augmentation with Pre-training Dec 13, 2021 Data Augmentation Knowledge Distillation
Code Code Available Re-ranking With Constraints on Diversified Exposures for Homepage Recommender System Dec 12, 2021 Diversity Recommendation Systems
— Unverified Leaping Through Time with Gradient-based Adaptation for Recommendation Dec 11, 2021 Meta-Learning Recommendation Systems
Code Code Available Edge-Compatible Reinforcement Learning for Recommendations Dec 10, 2021 Edge-computing Recommendation Systems
— Unverified How Private Is Your RL Policy? An Inverse RL Based Analysis Framework Dec 10, 2021 Adversarial Attack Autonomous Driving
Code Code Available A Survey on Echo Chambers on Social Media: Description, Detection and Mitigation Dec 9, 2021 Misinformation Recommendation Systems
— Unverified Self-Supervised Bot Play for Conversational Recommendation with Justifications Dec 9, 2021 Conversational Recommendation Recommendation Systems
— Unverified Semantic TrueLearn: Using Semantic Knowledge Graphs in Recommendation Systems Dec 8, 2021 Knowledge Graphs Lifelong learning
— Unverified A cross-domain recommender system using deep coupled autoencoders Dec 8, 2021 Domain Adaptation Recommendation Systems
— Unverified 