conftrace_

latent component

9 papers

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Co-occurring keywords

representation learning (6206) poisson factorization (13) collaborative filtering (300) matrix factorization (529) bayesian nonparametrics (270) contrastive learning (4032) nonlinear ica (11) metadata integration (5) similarity metric (54) user-item interaction (29)

Papers

Connectivity-contrastive learning: Combining causal discovery and representation learning for multimodal data AISTATS 2023
Granger Components Analysis: Unsupervised learning of latent temporal dependencies NIPS 2023
On Finite-Sample Identifiability of Contrastive Learning-Based Nonlinear Independent Component Analysis ICML 2022
MixSeq: Connecting Macroscopic Time Series Forecasting with Microscopic Time Series Data NIPS 2021
Multi-Component Graph Convolutional Collaborative Filtering AAAI 2020
Metadata-dependent Infinite Poisson Factorization for Efficiently Modelling Sparse and Large Matrices in Recommendation IJCAI 2018
Rich Component Analysis ICML 2016
Bayesian Nonparametric Poisson Factorization for Recommendation Systems AISTATS 2014
Similarity Component Analysis NIPS 2013