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latent factor

49 papers

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Co-occurring keywords

variational inference (2069) latent factor model (50) matrix factorization (529) variational autoencoder (1288) causal inference (1630) disentangled representation (521) generative model (2892) collaborative filtering (300) representation learning (6206) factor analysis (62)

Papers

Reliability of Topic Modeling NAACL 2025
ENCODER: Entity Mining and Modification Relation Binding for Composed Image Retrieval AAAI 2025
Identifying General Mechanism Shifts in Linear Causal Representations NIPS 2024
Causal Temporal Representation Learning with Nonstationary Sparse Transition NIPS 2024
Idiographic Personality Gaussian Process for Psychological Assessment NIPS 2024
On the Identifiability of Quantized Factors CLEAR 2024
Identifying Latent State-Transition Processes for Individualized Reinforcement Learning NIPS 2024
Simple and scalable algorithms for cluster-aware precision medicine AISTATS 2024
Structure Learning of Latent Factors via Clique Search on Correlation Thresholded Graphs ICML 2023
Gacs-Korner Common Information Variational Autoencoder NIPS 2023
Undirected Probabilistic Model for Tensor Decomposition NIPS 2023
Generating Deep Questions with Commonsense Reasoning Ability from the Text by Disentangled Adversarial Inference ACL 2023
Interventional Causal Representation Learning ICML 2023
Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning AAAI 2022
Disentanglement via Mechanism Sparsity Regularization: A New Principle for Nonlinear ICA CLEAR 2022
D-GCCA: Decomposition-based Generalized Canonical Correlation Analysis for Multi-view High-dimensional Data JMLR 2022
Embrace the Gap: VAEs Perform Independent Mechanism Analysis NIPS 2022
Disentangled Contrastive Learning on Graphs NIPS 2021
Homogeneity Structure Learning in Large-scale Panel Data with Heavy-tailed Errors JMLR 2021
Streaming Bayesian Deep Tensor Factorization ICML 2021
Treatment Effect Estimation with Disentangled Latent Factors AAAI 2021
Causal Discovery with Multi-Domain LiNGAM for Latent Factors IJCAI 2021
Geo-FARM: Geodesic Factor Regression Model for Misaligned Pre-Shape Responses in Statistical Shape Analysis CVPR 2021
Generative causal explanations of black-box classifiers NIPS 2020
Latent Geographical Factors for Analyzing the Evolution of Dialects in Contact EMNLP 2020