conftrace_

latent factor model

50 papers

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Also known as

LFM

Co-occurring keywords

recommender system (534) collaborative filtering (300) matrix factorization (529) latent factor (49) bayesian inference (1907) variational inference (2069) bayesian nonparametrics (270) indian buffet process (40) probabilistic modeling (852) factor analysis (62)

Papers

Feature Selection for Latent Factor Models CVPR 2025
Latent Factor Models Meets Instructions: Goal-conditioned Latent Factor Discovery without Task Supervision NAACL 2025
Distribution-Conditioned Adversarial Variational Autoencoder for Valid Instrumental Variable Generation AAAI 2024
Simple and scalable algorithms for cluster-aware precision medicine AISTATS 2024
Differentially Private Data Release for Mixed-type Data via Latent Factor Models JMLR 2024
Autoencoded sparse Bayesian in-IRT factorization, calibration, and amortized inference for the Work Disability Functional Assessment Battery AISTATS 2023
Structure Learning of Latent Factors via Clique Search on Correlation Thresholded Graphs ICML 2023
Causal Structure Discovery between Clusters of Nodes Induced by Latent Factors CLEAR 2022
Causal Imputation via Synthetic Interventions CLEAR 2022
Prediction Under Latent Factor Regression: Adaptive PCR, Interpolating Predictors and Beyond JMLR 2021
Bayesian Latent Factor Model for Higher-order Data ACML 2021
Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis ICML 2020
Generalized probabilistic principal component analysis of correlated data JMLR 2020
A New Class of Time Dependent Latent Factor Models with Applications JMLR 2020
Explainable Recommendation via Interpretable Feature Mapping and Evaluation of Explainability IJCAI 2020
Ordinal Non-negative Matrix Factorization for Recommendation ICML 2020
Non-Compensatory Psychological Models for Recommender Systems AAAI 2019
Smooth neighborhood recommender systems JMLR 2019
Fast structure learning with modular regularization NIPS 2019
Matrix Completion in the Unit Hypercube via Structured Matrix Factorization IJCAI 2019
ISLF: Interest Shift and Latent Factors Combination Model for Session-based Recommendation IJCAI 2019
Modeling Dynamic Functional Connectivity with Latent Factor Gaussian Processes NIPS 2019
Modeling the Assimilation-Contrast Effects in Online Product Rating Systems: Debiasing and Recommendations IJCAI 2018
Learning from Group Comparisons: Exploiting Higher Order Interactions NIPS 2018
DELF: A Dual-Embedding based Deep Latent Factor Model for Recommendation IJCAI 2018