factor analysis

61 papers

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Also known as

EFA FA

Co-occurring keywords

latent variable model (564) variational inference (2069) dimensionality reduction (720) bayesian inference (1904) gaussian process (1198) large language model (12755) bayesian nonparametric (137) latent factor model (50) latent variable (541) latent factor (49)

Papers

Fingerprinting LLMs through Survey Item Factor Correlation: A Case Study on Humor Style Questionnaire EMNLP 2025

A Detailed Factor Analysis for the Political Compass Test: Navigating Ideologies of Large Language Models AACL 2025

AI and Climate Change Discourse: What Opinions Do Large Language Models Present? ACL 2025

Messages from the Quran and the Bible in Mandarin through Factor Analysis with Syntactic and Semantic Tags COLING 2025

DeFine: Decision-Making with Analogical Reasoning over Factor Profiles ACL 2025

MiSO: Optimizing brain stimulation to create neural population activity states NIPS 2024

Adaptive Latent Feature Sharing for Piecewise Linear Dimensionality Reduction JMLR 2024

Collaborative Performance Prediction for Large Language Models EMNLP 2024

What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases NAACL 2024

Structure Learning of Latent Factors via Clique Search on Correlation Thresholded Graphs ICML 2023

Modulated Neural ODEs NIPS 2023

Statistical Inference for Noisy Incomplete Binary Matrix JMLR 2023

Self-supervised Neural Factor Analysis for Disentangling Utterance-level Speech Representations ICML 2023

Generalized Matrix Factorization: efficient algorithms for fitting generalized linear latent variable models to large data arrays JMLR 2022

Perceptual Quality Dimensions of Machine-Generated Text with a Focus on Machine Translation ACL 2022

Perceptual Evaluation of Penetrating Voices through a Semantic Differential Method INTERSPEECH 2022

Deep Markov Factor Analysis: Towards Concurrent Temporal and Spatial Analysis of fMRI Data NIPS 2021

Perception of Social Speaker Characteristics in Synthetic Speech INTERSPEECH 2021

Bayesian time-aligned factor analysis of paired multivariate time series JMLR 2021

Multi-view Learning as a Nonparametric Nonlinear Inter-Battery Factor Analysis JMLR 2021

Causal Discovery with Multi-Domain LiNGAM for Latent Factors IJCAI 2021

Cross-structural Factor-topic Model: Document Analysis with Sophisticated Covariates ACML 2021

Factor-analytic inverse regression for high-dimension, small-sample dimensionality reduction ICML 2021

Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting AAAI 2021

Scalable Bayesian GPFA with automatic relevance determination and discrete noise models NIPS 2021