Learning Personalized Risk Preferences for Recommendation Jul 6, 2020 Recommendation Systems
Code Code Available Novel min-max reformulations of Linear Inverse Problems Jul 5, 2020 Dictionary Learning Recommendation Systems
— Unverified Multi-Manifold Learning for Large-scale Targeted Advertising System Jul 5, 2020 Recommendation Systems Representation Learning
— Unverified PsychFM: Predicting your next gamble Jul 3, 2020 Recommendation Systems
— Unverified Privacy Threats Against Federated Matrix Factorization Jul 3, 2020 Collaborative Filtering Federated Learning
— Unverified Text-based Emotion Aware Recommender Jul 3, 2020 Collaborative Filtering Recommendation Systems
— Unverified Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights Jul 2, 2020 Medical Diagnosis Quantization
— Unverified Interactive Path Reasoning on Graph for Conversational Recommendation Jul 1, 2020 Attribute Conversational Recommendation
— Unverified Item-based Collaborative Filtering with BERT Jul 1, 2020 Collaborative Filtering Recommendation Systems
— Unverified Coupling Learning of Complex Interactions Jul 1, 2020 Clustering Recommendation Systems
— Unverified e-Commerce and Sentiment Analysis: Predicting Outcomes of Class Action Lawsuits Jul 1, 2020 Management Recommendation Systems
— Unverified Non-IID Recommender Systems: A Review and Framework of Recommendation Paradigm Shifting Jul 1, 2020 Recommendation Systems
— Unverified Learning Post-Hoc Causal Explanations for Recommendation Jun 30, 2020 counterfactual Recommendation Systems
— Unverified Towards Automated Neural Interaction Discovery for Click-Through Rate Prediction Jun 29, 2020 Click-Through Rate Prediction Learning-To-Rank
— Unverified Multi-sided Exposure Bias in Recommendation Jun 29, 2020 Diversity Recommendation Systems
Code Code Available TFNet: Multi-Semantic Feature Interaction for CTR Prediction Jun 29, 2020 Click-Through Rate Prediction Prediction
— Unverified Learning Optimal Tree Models Under Beam Search Jun 27, 2020 Information Retrieval Recommendation Systems
— Unverified Hop Sampling: A Simple Regularized Graph Learning for Non-Stationary Environments Jun 26, 2020 Graph Learning Graph Representation Learning
— Unverified AutoRec: An Automated Recommender System Jun 26, 2020 AutoML Click-Through Rate Prediction
Code Code Available Memory-efficient Embedding for Recommendations Jun 26, 2020 AutoML Recommendation Systems
— Unverified Mood-based On-Car Music Recommendations Jun 25, 2020 Recommendation Systems
— Unverified A Framework for Fairness in Two-Sided Marketplaces Jun 23, 2020 Fairness Recommendation Systems
— Unverified Enhancing Factorization Machines with Generalized Metric Learning Jun 20, 2020 Attribute Metric Learning
Code Code Available Seq2Seq and Joint Learning Based Unix Command Line Prediction System Jun 20, 2020 Recommendation Systems
Code Code Available Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty Jun 19, 2020 Recommendation Systems
Code Code Available Achieving Fairness via Post-Processing in Web-Scale Recommender Systems Jun 19, 2020 Attribute Fairness
— Unverified A Knowledge-Enhanced Recommendation Model with Attribute-Level Co-Attention Jun 18, 2020 Attribute Knowledge Graphs
— Unverified Learning by Repetition: Stochastic Multi-armed Bandits under Priming Effect Jun 18, 2020 Decision Making Multi-Armed Bandits
— Unverified Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning Jun 18, 2020 Decision Making Recommendation Systems
— Unverified DCAF: A Dynamic Computation Allocation Framework for Online Serving System Jun 17, 2020 Recommendation Systems Retrieval
— Unverified Deep Learning feature selection to unhide demographic recommender systems factors Jun 17, 2020 Collaborative Filtering Deep Learning
— Unverified An Intelligent Group Event Recommendation System in Social networks Jun 16, 2020 Recommendation Systems
— Unverified Evaluating Conversational Recommender Systems via User Simulation Jun 15, 2020 Conversational Information Access Recommendation Systems
Code Code Available Latent Bandits Revisited Jun 15, 2020 Recommendation Systems Thompson Sampling
— Unverified Intelligent Decision Support System for Updating Control Plans Jun 15, 2020 Decision Making Recommendation Systems
— Unverified Robust Federated Recommendation System Jun 15, 2020 Recommendation Systems
— Unverified User Profiling from Reviews for Accurate Time-Based Recommendations Jun 15, 2020 Recommendation Systems
— Unverified A systematic review and taxonomy of explanations in decision support and recommender systems Jun 15, 2020 Decision Making Recommendation Systems
— Unverified Adversarial Attacks and Detection on Reinforcement Learning-Based Interactive Recommender Systems Jun 14, 2020 Interactive Recommendation Recommendation Systems
— Unverified Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty Quantification Jun 14, 2020 Recommendation Systems Uncertainty Quantification
Code Code Available Low-Rank Factorization for Rank Minimization with Nonconvex Regularizers Jun 13, 2020 Recommendation Systems
Code Code Available AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System Jun 10, 2020 Feature Engineering Neural Architecture Search
— Unverified Training with Multi-Layer Embeddings for Model Reduction Jun 10, 2020 Click-Through Rate Prediction model
— Unverified Self-Supervised Reinforcement Learning for Recommender Systems Jun 10, 2020 Q-Learning Recommendation Systems
— Unverified DeepFair: Deep Learning for Improving Fairness in Recommender Systems Jun 9, 2020 Collaborative Filtering Deep Learning
— Unverified MC2G: An Efficient Algorithm for Matrix Completion with Social and Item Similarity Graphs Jun 8, 2020 Clustering Matrix Completion
— Unverified Differentiable Neural Input Search for Recommender Systems Jun 8, 2020 Click-Through Rate Prediction Recommendation Systems
— Unverified Learning the Truth From Only One Side of the Story Jun 8, 2020 Recommendation Systems
— Unverified Feature Interaction based Neural Network for Click-Through Rate Prediction Jun 7, 2020 Click-Through Rate Prediction Prediction
— Unverified Connecting User and Item Perspectives in Popularity Debiasing for Collaborative Recommendation Jun 7, 2020 Diversity Recommendation Systems
— Unverified 