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Mutual Information Collapse Explains Disentanglement Failure in $β$-VAEs
By Minh Vu, Xiaoliang Wan, Shuangqing Wei · ArXiv: 2602.09277
2026-02-09
0
Estimating the distance at which narwhal $(\textit{Monodon monoceros})$ respond to disturbance: a penalized threshold hidden Markov model
By Fanny Dupont, Marianne Marcoux, Nigel E. Hussey · ArXiv: 2602.09267
2026-03-05
0
Motivating REML via Prediction-Error Covariances in EM Updates for Linear Mixed Models
By Andrew T. Karl · ArXiv: 2602.09247
2026-02-09
0
Optimal Estimation in Orthogonally Invariant Generalized Linear Models: Spectral Initialization and Approximate Message Passing
By Yihan Zhang, Hong Chang Ji, Ramji Venkataramanan · ArXiv: 2602.09240
2026-02-09
0
RAPID: Risk of Attribute Prediction-Induced Disclosure in Synthetic Microdata
By Matthias Templ, Oscar Thees, Roman Müller · ArXiv: 2602.09235
2026-02-09
0
Some Bayesian Perspectives on Clinical Trials
By Alex, ra Sokolova, Vadim Sokolov · ArXiv: 2602.09208
2026-02-11
0
Fair Feature Importance Scores via Feature Occlusion and Permutation
By Camille Little, Madeline Navarro, Santiago Segarra · ArXiv: 2602.09196
2026-02-09
0
Mean regression for (0,1) responses via beta scale mixtures
By Arno Otto, Andriëtte Bekker, Johan Ferreira · ArXiv: 2602.09167
2026-02-09
0
Minimum Distance Summaries for Robust Neural Posterior Estimation
By Sherman Khoo, Dennis Prangle, Song Liu · ArXiv: 2602.09161
2026-02-09
1
Estimating causal effects of functional treatments with modified functional treatment policies
By Ziren Jiang, Erjia Cui, Jared D. Huling · ArXiv: 2602.09145
2026-02-09
0
Optimal information deletion and Bayes' theorem
By Hans Montcho, Håvard Rue · ArXiv: 2602.09061
2026-02-08
1
Persistent Entropy as a Detector of Phase Transitions
By Matteo Rucco · ArXiv: 2602.09058
2026-02-08
0
Universal Coefficients and Mayer-Vietoris Sequence for Groupoid Homology
By Luciano Melodia · ArXiv: 2602.08998
2026-03-23
0
When do neural ordinary differential equations generalize on complex networks?
By Moritz Laber, Tina Eliassi-Rad, Brennan Klein · ArXiv: 2602.08980
2026-02-09
0
Provably robust learning of regression neural networks using $β$-divergences
By Abhik Ghosh, Suryasis Jana · ArXiv: 2602.08933
2026-02-09
0
GEMSS: A Variational Bayesian Method for Discovering Multiple Sparse Solutions in Classification and Regression Problems
By Kateřina Henclová, Václav Šmídl · ArXiv: 2602.08913
2026-02-09
0
Positive Distribution Shift as a Framework for Understanding Tractable Learning
By Marko Medvedev, Idan Attias, Elisabetta Cornacchia · ArXiv: 2602.08907
2026-02-12
0
Winner's Curse Drives False Promises in Data-Driven Decisions: A Case Study in Refugee Matching
By Hamsa Bastani, Osbert Bastani, Bryce McLaughlin · ArXiv: 2602.08892
2026-02-09
0
Almost sure null bankruptcy of testing-by-betting strategies
By Hongjian Wang, Shubhada Agrawal, Aaditya Ramdas · ArXiv: 2602.08888
2026-02-09
0
Regression modeling of multivariate precipitation extremes under regular variation
By Rishikesh Yadav, Arnab Hazra · ArXiv: 2602.08865
2026-02-09
0
Near-optimal Swap Regret Minimization for Convex Losses
By Lunjia Hu, Jon Schneider, Yifan Wu · ArXiv: 2602.08862
2026-02-09
0
Cutting Through the Noise: On-the-fly Outlier Detection for Robust Training of Machine Learning Interatomic Potentials
By Terry C. W. Lam, Niamh O'Neill, Christoph Schran · ArXiv: 2602.08849
2026-02-09
0
Accessibility and Serviceability Assessment to Inform Offshore Wind Energy Development and Operations off the U.S. East Coast
By Cory Petersen, Feng Ye, Jiaxiang Ji · ArXiv: 2602.08787
2026-02-09
0
Amortising Inference and Meta-Learning Priors in Neural Networks
By Tommy Rochussen, Vincent Fortuin · ArXiv: 2602.08782
2026-02-09
0
The Theory and Practice of MAP Inference over Non-Convex Constraints
By Le, er Kurscheidt, Gabriele Masina · ArXiv: 2602.08681
2026-02-10
0
Two-Stage Data Synthesization: A Statistics-Driven Restricted Trade-off between Privacy and Prediction
By Xiaotong Liu, Shao-Bo Lin, Jun Fan · ArXiv: 2602.08657
2026-02-09
0
Measures for Assessing Causal Effect Heterogeneity Unexplained by Covariates
By Yuta Kawakami, Jin Tian · ArXiv: 2602.08647
2026-02-09
0
State policy heterogeneity analyses: considerations and proposals
By Max Rubinstein, Megan S. Schuler, Elizabeth A. Stuart · ArXiv: 2602.08643
2026-02-09
0
CauScale: Neural Causal Discovery at Scale
By Bo Peng, Sirui Chen, Jiaguo Tian · ArXiv: 2602.08629
2026-02-09
0