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Authors and titles for recent submissions

[ total of 181 entries: 1-50 | 51-100 | 101-150 | 151-181 ]
[ showing 50 entries per page: fewer | more | all ]

Mon, 29 Apr 2024

[1]  arXiv:2404.17576 [pdf, ps, other]
Title: Enhancing Longitudinal Clinical Trial Efficiency with Digital Twins and Prognostic Covariate-Adjusted Mixed Models for Repeated Measures (PROCOVA-MMRM)
Authors: Jessica L. Ross, Arman Sabbaghi, Run Zhuang, Daniele Bertolini, the Alzheimer's Disease Cooperative Study, Alzheimer's Disease Neuroimaging Initiative, the Critical Path for Alzheimer's Disease Database, the European Prevention of Alzheimer's Disease (EPAD) Consortium, the Pooled Resource Open-Access ALS Clinical Trials Consortium
Comments: 29 pages, 9 tables
Subjects: Applications (stat.AP)
[2]  arXiv:2404.17562 [pdf, other]
Title: Boosting e-BH via conditional calibration
Authors: Junu Lee, Zhimei Ren
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[3]  arXiv:2404.17561 [pdf, other]
Title: Structured Conformal Inference for Matrix Completion with Applications to Group Recommender Systems
Authors: Ziyi Liang, Tianmin Xie, Xin Tong, Matteo Sesia
Subjects: Methodology (stat.ME); Machine Learning (stat.ML)
[4]  arXiv:2404.17491 [pdf, other]
Title: Computationally Efficient Algorithms for Simulating Isotropic Gaussian Random Fields on Graphs with Euclidean Edges
Authors: Alfredo Alegría, Xavier Emery, Tobia Filosi, Emilio Porcu
Subjects: Statistics Theory (math.ST)
[5]  arXiv:2404.17483 [pdf, other]
Title: Differentiable Pareto-Smoothed Weighting for High-Dimensional Heterogeneous Treatment Effect Estimation
Authors: Yoichi Chikahara, Kansei Ushiyama
Comments: Accepted to UAI2024. 14 pages, 4 figures
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Methodology (stat.ME)
[6]  arXiv:2404.17482 [pdf, other]
Title: A comparison of the discrimination performance of lasso and maximum likelihood estimation in logistic regression model
Authors: Gilberto P. Alcântara Junior, Gustavo H. A. Pereira
Subjects: Methodology (stat.ME); Computation (stat.CO)
[7]  arXiv:2404.17468 [pdf, ps, other]
Title: On Elliptical and Inverse Elliptical Wishart distributions: Review, new results, and applications
Authors: Imen Ayadi, Florent Bouchard, Frédéric Pascal
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[8]  arXiv:2404.17464 [pdf, other]
Title: Bayesian Federated Inference for Survival Models
Authors: Hassan Pazira, Emanuele Massa, Jetty AM Weijers, Anthony CC Coolen, Marianne A Jonker
Comments: 22 pages, 5 figures, 2 tables
Subjects: Methodology (stat.ME); Computation (stat.CO); Machine Learning (stat.ML)
[9]  arXiv:2404.17442 [pdf, ps, other]
Title: Uniform Generalization Bounds on Data-Dependent Hypothesis Sets via PAC-Bayesian Theory on Random Sets
Authors: Benjamin Dupuis, Paul Viallard, George Deligiannidis, Umut Simsekli
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)
[10]  arXiv:2404.17441 [pdf, other]
Title: Comparison results for Markov tree distributions
Authors: Jonathan Ansari, Moritz Ritter
Subjects: Statistics Theory (math.ST); Probability (math.PR)
[11]  arXiv:2404.17429 [pdf, other]
Title: Separation capacity of linear reservoirs with random connectivity matrix
Authors: Youness Boutaib
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Probability (math.PR)
[12]  arXiv:2404.17398 [pdf, other]
Title: Online Policy Learning and Inference by Matrix Completion
Authors: Congyuan Duan, Jingyang Li, Dong Xia
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)
[13]  arXiv:2404.17380 [pdf, other]
Title: Correspondence analysis: handling cell-wise outliers via the reconstitution algorithm
Authors: Qianqian Qi, David J. Hessen, Aike N. Vonk, Peter G. M. van der Heijden
Subjects: Methodology (stat.ME); Applications (stat.AP)
[14]  arXiv:2404.17271 [pdf, other]
Title: To democratize research with sensitive data, we should make synthetic data more accessible
Authors: Erik-Jan van Kesteren
Comments: 4 pages, 2 figures
Subjects: Other Statistics (stat.OT); Computers and Society (cs.CY)
[15]  arXiv:2404.17222 [pdf, other]
Title: Asymptotic analysis for covariance parameter estimation of Gaussian processes with functional inputs
Authors: Lucas Reding (CERAMATHS), Andrés Felipe López-Lopera (CERAMATHS), François Bachoc (IMT)
Subjects: Statistics Theory (math.ST)
[16]  arXiv:2404.17211 [pdf, other]
Title: Pseudo-Observations and Super Learner for the Estimation of the Restricted Mean Survival Time
Authors: Ariane Cwiling (MAP5 - UMR 8145), Vittorio Perduca (MAP5 - UMR 8145), Olivier Bouaziz (MAP5 - UMR 8145)
Subjects: Statistics Theory (math.ST); Methodology (stat.ME); Machine Learning (stat.ML)
[17]  arXiv:2404.17209 [pdf, other]
Title: Generalized multi-view model: Adaptive density estimation under low-rank constraints
Authors: Julien Chhor (TSE-R), Olga Klopp (CREST-INSEE), Alexandre Tsybakov (CREST-INSEE)
Subjects: Statistics Theory (math.ST)
[18]  arXiv:2404.17181 [pdf, other]
Title: Consistent information criteria for regularized regression and loss-based learning problems
Authors: Qingyuan Zhang, Hien Duy Nguyen
Subjects: Methodology (stat.ME)
[19]  arXiv:2404.17019 [pdf, other]
Title: Neyman Meets Causal Machine Learning: Experimental Evaluation of Individualized Treatment Rules
Authors: Michael Lingzhi Li, Kosuke Imai
Subjects: Methodology (stat.ME); Machine Learning (cs.LG); Machine Learning (stat.ML)
[20]  arXiv:2404.17563 (cross-list from cs.LG) [pdf, other]
Title: An exactly solvable model for emergence and scaling laws
Authors: Yoonsoo Nam, Nayara Fonseca, Seok Hyeong Lee, Ard Louis
Subjects: Machine Learning (cs.LG); Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (stat.ML)
[21]  arXiv:2404.17554 (cross-list from cs.HC) [pdf, ps, other]
Title: A Novel Context driven Critical Integrative Levels (CIL) Approach: Advancing Human-Centric and Integrative Lighting Asset Management in Public Libraries with Practical Thresholds
Authors: Jing Lin, Nina Mylly, Per Olof Hedekvist, Jingchun Shen
Subjects: Human-Computer Interaction (cs.HC); Signal Processing (eess.SP); Systems and Control (eess.SY); Applications (stat.AP)
[22]  arXiv:2404.17489 (cross-list from cs.LG) [pdf, other]
Title: Tabular Data Contrastive Learning via Class-Conditioned and Feature-Correlation Based Augmentation
Authors: Wei Cui, Rasa Hosseinzadeh, Junwei Ma, Tongzi Wu, Yi Sui, Keyvan Golestan
Comments: 14 pages, 4 algorithms, 3 figures, 5 tables
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[23]  arXiv:2404.17487 (cross-list from cs.LG) [pdf, other]
Title: Conformal Prediction with Learned Features
Authors: Shayan Kiyani, George Pappas, Hamed Hassani
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[24]  arXiv:2404.17452 (cross-list from cs.LG) [pdf, other]
Title: A Continuous Relaxation for Discrete Bayesian Optimization
Authors: Richard Michael, Simon Bartels, Miguel González-Duque, Yevgen Zainchkovskyy, Jes Frellsen, Søren Hauberg, Wouter Boomsma
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[25]  arXiv:2404.17451 (cross-list from cs.LG) [pdf, other]
Title: Any-Quantile Probabilistic Forecasting of Short-Term Electricity Demand
Authors: Slawek Smyl, Boris N. Oreshkin, Paweł Pełka, Grzegorz Dudek
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[26]  arXiv:2404.17358 (cross-list from cs.LG) [pdf, ps, other]
Title: Adversarial Consistency and the Uniqueness of the Adversarial Bayes Classifier
Authors: Natalie S. Frank
Comments: 17 pages
Subjects: Machine Learning (cs.LG); Statistics Theory (math.ST); Machine Learning (stat.ML)
[27]  arXiv:2404.17293 (cross-list from cs.LG) [pdf, other]
Title: Lazy Data Practices Harm Fairness Research
Authors: Jan Simson, Alessandro Fabris, Christoph Kern
Comments: Accepted for publication at the ACM Conference on Fairness, Accountability, and Transparency (FAccT) 2024
Subjects: Machine Learning (cs.LG); Computers and Society (cs.CY); Applications (stat.AP); Machine Learning (stat.ML)
[28]  arXiv:2404.17249 (cross-list from cs.LG) [pdf, other]
Title: Making Better Use of Unlabelled Data in Bayesian Active Learning
Authors: Freddie Bickford Smith, Adam Foster, Tom Rainforth
Comments: Published at AISTATS 2024
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[29]  arXiv:2404.17180 (cross-list from physics.data-an) [pdf, other]
Title: PHYSTAT Informal Review: Marginalizing versus Profiling of Nuisance Parameters
Authors: Robert D. Cousins, Larry Wasserman
Comments: 22 pages, 2 figures
Subjects: Data Analysis, Statistics and Probability (physics.data-an); Applications (stat.AP)
[30]  arXiv:2404.17158 (cross-list from cs.LG) [pdf, ps, other]
Title: Online $\mathrm{L}^{\natural}$-Convex Minimization
Authors: Ken Yokoyama, Shinji Ito, Tatsuya Matsuoka, Kei Kimura, Makoto Yokoo
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[31]  arXiv:2404.17008 (cross-list from q-fin.RM) [pdf, other]
Title: The TruEnd-procedure: Treating trailing zero-valued balances in credit data
Authors: Arno Botha, Tanja Verster, Roelinde Bester
Comments: 21 pages, 7255 words, 10 Figures
Subjects: Risk Management (q-fin.RM); Statistical Finance (q-fin.ST); Applications (stat.AP)
[32]  arXiv:2404.16956 (cross-list from cs.LG) [pdf, other]
Title: A Notion of Uniqueness for the Adversarial Bayes Classifier
Authors: Natalie S. Frank
Comments: 46 pages, 7 figures
Subjects: Machine Learning (cs.LG); Statistics Theory (math.ST); Machine Learning (stat.ML)
[33]  arXiv:2404.16954 (cross-list from cs.LG) [pdf, other]
Title: Taming False Positives in Out-of-Distribution Detection with Human Feedback
Authors: Harit Vishwakarma, Heguang Lin, Ramya Korlakai Vinayak
Comments: Appeared in the 27th International Conference on Artificial Intelligence and Statistics (AISTATS 2024)
Journal-ref: PMLR 238:1486-1494, 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[34]  arXiv:2404.16928 (cross-list from astro-ph.IM) [pdf, other]
Title: Notes on the Practical Application of Nested Sampling: MultiNest, (Non)convergence, and Rectification
Authors: Alexander J. Dittmann
Comments: 12 pages, 10 figures. Comments welcome
Subjects: Instrumentation and Methods for Astrophysics (astro-ph.IM); Computation (stat.CO)
[35]  arXiv:2404.16881 (cross-list from cs.LG) [pdf, other]
Title: On uncertainty-penalized Bayesian information criterion
Authors: Pongpisit Thanasutives, Ken-ichi Fukui
Comments: 4 pages, 2 figures
Subjects: Machine Learning (cs.LG); Statistics Theory (math.ST)

Fri, 26 Apr 2024 (showing first 15 of 25 entries)

[36]  arXiv:2404.16775 [pdf, other]
Title: Estimating Metocean Environments Associated with Extreme Structural Response
Authors: Matthew Speers, David Randell, Jonathan Angus Tawn, Philip Jonathan
Subjects: Methodology (stat.ME); Applications (stat.AP)
[37]  arXiv:2404.16746 [pdf, other]
Title: Estimating the Number of Components in Finite Mixture Models via Variational Approximation
Authors: Chenyang Wang, Yun Yang
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Machine Learning (stat.ML)
[38]  arXiv:2404.16745 [pdf, other]
Title: Statistical Inference for Covariate-Adjusted and Interpretable Generalized Factor Model with Application to Testing Fairness
Authors: Jing Ouyang, Chengyu Cui, Kean Ming Tan, Gongjun Xu
Subjects: Methodology (stat.ME)
[39]  arXiv:2404.16742 [pdf, ps, other]
Title: Bayesian Nonparametric Inference in McKean-Vlasov models
Authors: Richard Nickl, Grigorios A. Pavliotis, Kolyan Ray
Comments: 25 pages
Subjects: Statistics Theory (math.ST); Analysis of PDEs (math.AP); Numerical Analysis (math.NA)
[40]  arXiv:2404.16709 [pdf, other]
Title: Understanding Reliability from a Regression Perspective
Authors: Yang Liu, Jolynn Pek, Alberto Maydeu-Olivares
Subjects: Methodology (stat.ME)
[41]  arXiv:2404.16610 [pdf, other]
Title: Conformalized Ordinal Classification with Marginal and Conditional Coverage
Authors: Subhrasish Chakraborty, Chhavi Tyagi, Haiyan Qiao, Wenge Guo
Comments: 13 pages, 4 figures; 3 supplementary pages
Subjects: Methodology (stat.ME); Machine Learning (stat.ML)
[42]  arXiv:2404.16598 [pdf, other]
Title: Uncovering Data Across Continua: An Introduction to Functional Data Analysis
Authors: Sophie Dabo-Niang, Camille Frévent
Subjects: Statistics Theory (math.ST)
[43]  arXiv:2404.16590 [pdf, other]
Title: SB-ETAS: using simulation based inference for scalable, likelihood-free inference for the ETAS model of earthquake occurrences
Authors: Samuel Stockman, Daniel J. Lawson, Maximilian J. Werner
Subjects: Applications (stat.AP)
[44]  arXiv:2404.16560 [pdf, ps, other]
Title: Automated Model Selection for Generalized Linear Models
Authors: Benjamin Schwendinger, Florian Schwendinger, Laura Vana-Gür
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Optimization and Control (math.OC)
[45]  arXiv:2404.16528 [pdf, other]
Title: Generalized Posterior Calibration via Sequential Monte Carlo Sampler
Authors: Masahiro Tanaka
Subjects: Computation (stat.CO)
[46]  arXiv:2404.16490 [pdf, ps, other]
Title: On Neighbourhood Cross Validation
Authors: Simon N. Wood
Subjects: Methodology (stat.ME); Computation (stat.CO)
[47]  arXiv:2404.16328 [pdf, other]
Title: Distributionally Robust Safe Screening
Authors: Hiroyuki Hanada, Satoshi Akahane, Tatsuya Aoyama, Tomonari Tanaka, Yoshito Okura, Yu Inatsu, Noriaki Hashimoto, Taro Murayama, Lee Hanju, Shinya Kojima, Ichiro Takeuchi
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)
[48]  arXiv:2404.16287 [pdf, other]
Title: Differentially Private Federated Learning: Servers Trustworthiness, Estimation, and Statistical Inference
Authors: Zhe Zhang, Ryumei Nakada, Linjun Zhang
Comments: 56 pages, 3 figures
Subjects: Machine Learning (stat.ML); Cryptography and Security (cs.CR); Machine Learning (cs.LG); Statistics Theory (math.ST); Methodology (stat.ME)
[49]  arXiv:2404.16228 [pdf, other]
Title: Which statistical hypotheses are afflicted with false confidence?
Authors: Ryan Martin
Comments: 8-page conference paper. Comments welcome at this https URL
Subjects: Statistics Theory (math.ST)
[50]  arXiv:2404.16209 [pdf, ps, other]
Title: Exploring Spatial Context: A Comprehensive Bibliography of GWR and MGWR
Authors: A. Stewart Fotheringham, Chen-Lun Kao, Hanchen Yu, Sarah Bardin, Taylor Oshan, Ziqi Li, Mehak Sachdeva, Wei Luo
Comments: 372 pages
Subjects: Methodology (stat.ME); Mathematical Software (cs.MS); Applications (stat.AP); Computation (stat.CO)
[ total of 181 entries: 1-50 | 51-100 | 101-150 | 151-181 ]
[ showing 50 entries per page: fewer | more | all ]

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