collaborative filtering

298 papers

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Also known as

CCF CF

Co-occurring keywords

recommender system (529) matrix factorization (529) recommendation system (292) matrix completion (356) graph neural network (3945) representation learning (6174) large language model (12755) user modeling (134) user preference (114) online learning (1770)

Papers

Beyond Parity: Fairness Objectives for Collaborative Filtering NIPS 2017

Exploiting Music Play Sequence for Music Recommendation IJCAI 2017

MRLR: Multi-level Representation Learning for Personalized Ranking in Recommendation IJCAI 2017

Scalable Demand-Aware Recommendation NIPS 2017

Dynamic Collaborative Filtering With Compound Poisson Factorization AISTATS 2017

Mixture-Rank Matrix Approximation for Collaborative Filtering NIPS 2017

Bayesian Boolean Matrix Factorisation ICML 2017

Thy Friend is My Friend: Iterative Collaborative Filtering for Sparse Matrix Estimation NIPS 2017

Learning User's Intrinsic and Extrinsic Interests for Point-of-Interest Recommendation: A Unified Approach IJCAI 2017

fastFM: A Library for Factorization Machines JMLR 2016

Collaborative Recurrent Neural Networks for Dynamic Recommender Systems ACML 2016

Preference Completion from Partial Rankings NIPS 2016

LLORMA: Local Low-Rank Matrix Approximation JMLR 2016

Probabilistic Low-Rank Matrix Completion from Quantized Measurements JMLR 2016

Distributed Representations for Building Profiles of Users and Items from Text Reviews COLING 2016

A Neural Autoregressive Approach to Collaborative Filtering ICML 2016

Hierarchical Compound Poisson Factorization ICML 2016

Blind Regression: Nonparametric Regression for Latent Variable Models via Collaborative Filtering NIPS 2016

Matrix Completion has No Spurious Local Minimum NIPS 2016

Collaborative Recurrent Autoencoder: Recommend while Learning to Fill in the Blanks NIPS 2016

Data Poisoning Attacks on Factorization-Based Collaborative Filtering NIPS 2016

Deconvolving Feedback Loops in Recommender Systems NIPS 2016

Some Like It Hot - Visual Guidance for Preference Prediction CVPR 2016

Regret Bounds for Non-decomposable Metrics with Missing Labels NIPS 2016

Fast Collaborative Filtering from Implicit Feedback with Provable Guarantees ACML 2016