scientific article; zbMATH DE number 7049735

zbMath1483.68292MaRDI QIDQ4633025

Annie Qu, Ben Dai, Junhui Wang, Xiaotong Shen

Publication date: 2 May 2019

Full work available at URL: http://jmlr.csail.mit.edu/papers/v20/17-629.html

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

singular value decompositionkernel smoothingsocial networksneighborhoodpersonalized predictioncold-startblockwise coordinate descent

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Estimation in multivariate analysis (62H12) Learning and adaptive systems in artificial intelligence (68T05) Theory of languages and software systems (knowledge-based systems, expert systems, etc.) for artificial intelligence (68T35)

Related Items

Bandit and covariate processes, with finite or non-denumerable set of arms, Identifiability and parameter estimation of the overlapped stochastic co-block model, Graph link prediction in computer networks using Poisson matrix factorisation, Scalable Collaborative Ranking for Personalized Prediction, Robust Recommendation via Social Network Enhanced Matrix Completion, A Zero-imputation Approach in Recommendation Systems with Data Missing Heterogeneously, Two-level monotonic multistage recommender systems

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares
• Modeling item-item similarities for personalized recommendations on Yahoo! front page
• An asymptotically optimal window selection rule for kernel density estimates
• Asymptotically optimal bandwidth selection for kernel density estimators from randomly right-censored samples
• Efficient estimation and computation for the generalised additive models with unknown link function
• Probability inequalities for likelihood ratios and convergence rates of sieve MLEs
• Defining probability density for a distribution of random functions
• Markov logic networks
• Analysis of individual differences in multidimensional scaling via an \(n\)-way generalization of ``Eckart-Young decomposition
• Maximum Block Improvement and Polynomial Optimization
• Local Likelihood Estimation
• Concentration Inequalities and Martingale Inequalities: A Survey
• On ψ-Learning
• 10.1162/jmlr.2003.3.4-5.993
• Content‐boosted matrix factorization techniques for recommender systems
• Targeted Local Support Vector Machine for Age-Dependent Classification
• Multivariate Density Estimation
• On the degrees of freedom of reduced-rank estimators in multivariate regression
• All of Nonparametric Statistics
• Multicategory ψ-Learning
• Statistical significance of the Netflix challenge