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Authors and titles for recent submissions, skipping first 124

[ total of 210 entries: 1-50 | 25-74 | 75-124 | 125-174 | 175-210 ]
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Mon, 13 May 2024 (continued, showing last 16 of 32 entries)

[125]  arXiv:2405.06112 [pdf, other]
Title: Bayesian Optimization of Sample Entropy Hyperparameters for Short Time Series
Authors: Zachary Blanks, Donald E. Brown
Subjects: Applications (stat.AP)
[126]  arXiv:2405.06003 [pdf, ps, other]
Title: Binary Hypothesis Testing for Softmax Models and Leverage Score Models
Authors: Yeqi Gao, Yuzhou Gu, Zhao Song
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)
[127]  arXiv:2405.06627 (cross-list from cs.LG) [pdf, other]
Title: Conformal Validity Guarantees Exist for Any Data Distribution
Authors: Drew Prinster, Samuel Stanton, Anqi Liu, Suchi Saria
Comments: ICML 2024. Code available at this https URL conformal-mfcs
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[128]  arXiv:2405.06582 (cross-list from cs.LG) [pdf, other]
Title: The Role of Learning Algorithms in Collective Action
Authors: Omri Ben-Dov, Jake Fawkes, Samira Samadi, Amartya Sanyal
Subjects: Machine Learning (cs.LG); Computers and Society (cs.CY); Machine Learning (stat.ML)
[129]  arXiv:2405.06575 (cross-list from cs.LG) [pdf, ps, other]
Title: No-Regret is not enough! Bandits with General Constraints through Adaptive Regret Minimization
Authors: Martino Bernasconi, Matteo Castiglioni, Andrea Celli
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[130]  arXiv:2405.06540 (cross-list from astro-ph.SR) [pdf, other]
Title: Separating States in Astronomical Sources Using Hidden Markov Models: With a Case Study of Flaring and Quiescence on EV Lac
Authors: Robert Zimmerman, David A. van Dyk, Vinay L. Kashyap, Aneta Siemiginowska
Comments: 25 pages, 12 figures, 12 tables
Subjects: Solar and Stellar Astrophysics (astro-ph.SR); High Energy Astrophysical Phenomena (astro-ph.HE); Instrumentation and Methods for Astrophysics (astro-ph.IM); Applications (stat.AP); Methodology (stat.ME)
[131]  arXiv:2405.06464 (cross-list from math.NA) [pdf, other]
Title: Single-seed generation of Brownian paths and integrals for adaptive and high order SDE solvers
Authors: Andraž Jelinčič, James Foster, Patrick Kidger
Subjects: Numerical Analysis (math.NA); Machine Learning (cs.LG); Probability (math.PR); Computation (stat.CO)
[132]  arXiv:2405.06418 (cross-list from cs.LG) [pdf, other]
Title: PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning
Authors: Jaejun Lee, Minsung Hwang, Joyce Jiyoung Whang
Comments: Accepted to ICML 2024. This is not the final version of the paper. The camera-ready version will be uploaded soon
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[133]  arXiv:2405.06397 (cross-list from physics.data-an) [pdf, other]
Title: Statistical divergences in high-dimensional hypothesis testing and a modern technique for estimating them
Authors: Jeremy J.H. Wilkinson, Christopher G. Lester
Subjects: Data Analysis, Statistics and Probability (physics.data-an); High Energy Physics - Experiment (hep-ex); High Energy Physics - Phenomenology (hep-ph); Statistics Theory (math.ST)
[134]  arXiv:2405.06200 (cross-list from math-ph) [pdf, ps, other]
Title: Restricted isometric compression of sparse datasets into low-dimensional varieties
Authors: Vasile Pop, Iuliana Teodorescu, Razvan Teodorescu
Subjects: Mathematical Physics (math-ph); Functional Analysis (math.FA); Optimization and Control (math.OC); Representation Theory (math.RT); Statistics Theory (math.ST)
[135]  arXiv:2405.06167 (cross-list from math-ph) [pdf, ps, other]
Title: Integrability-preserving regularizations of Laplacian Growth
Authors: Razvan Teodorescu
Journal-ref: Math. Model. Nat. Phenom. 15 (2020) 9
Subjects: Mathematical Physics (math-ph); Dynamical Systems (math.DS); Statistics Theory (math.ST)
[136]  arXiv:2405.06136 (cross-list from math.NA) [pdf, ps, other]
Title: Skewness of a randomized quasi-Monte Carlo estimate
Authors: Zexin Pan, Art B. Owen
Subjects: Numerical Analysis (math.NA); Computation (stat.CO)
[137]  arXiv:2405.06107 (cross-list from cs.LG) [pdf, other]
Title: Transforming the Bootstrap: Using Transformers to Compute Scattering Amplitudes in Planar N = 4 Super Yang-Mills Theory
Authors: Tianji Cai, Garrett W. Merz, François Charton, Niklas Nolte, Matthias Wilhelm, Kyle Cranmer, Lance J. Dixon
Comments: 26+10 pages, 9 figures, 7 tables, application of machine learning aimed at physics and machine learning audience
Subjects: Machine Learning (cs.LG); Symbolic Computation (cs.SC); High Energy Physics - Phenomenology (hep-ph); High Energy Physics - Theory (hep-th); Machine Learning (stat.ML)
[138]  arXiv:2405.06068 (cross-list from cs.LG) [pdf, other]
Title: Deep Learning-Based Residual Useful Lifetime Prediction for Assets with Uncertain Failure Modes
Authors: Yuqi Su, Xiaolei Fang
Subjects: Machine Learning (cs.LG); Signal Processing (eess.SP); Applications (stat.AP); Machine Learning (stat.ML)
[139]  arXiv:2405.06013 (cross-list from astro-ph.IM) [pdf, other]
Title: Variational Inference for Acceleration of SN Ia Photometric Distance Estimation with BayeSN
Authors: Ana Sofía M. Uzsoy, Stephen Thorp, Matthew Grayling, Kaisey S. Mandel
Comments: 14 pages, 7 figures, 1 table
Subjects: Instrumentation and Methods for Astrophysics (astro-ph.IM); Cosmology and Nongalactic Astrophysics (astro-ph.CO); Applications (stat.AP); Methodology (stat.ME)
[140]  arXiv:2405.06008 (cross-list from cs.LG) [pdf, other]
Title: Wilsonian Renormalization of Neural Network Gaussian Processes
Authors: Jessica N. Howard, Ro Jefferson, Anindita Maiti, Zohar Ringel
Comments: 24 pages, 1 figure
Subjects: Machine Learning (cs.LG); Disordered Systems and Neural Networks (cond-mat.dis-nn); High Energy Physics - Theory (hep-th); Machine Learning (stat.ML)

Fri, 10 May 2024 (showing first 34 of 38 entries)

[141]  arXiv:2405.05909 [pdf, other]
Title: Multilevel Regression and Poststratification Interface: Application to Track Community-level COVID-19 Viral Transmission
Authors: Yajuan Si, Toan Tran, Jonah Gabry, Mitzi Morris, Andrew Gelman
Subjects: Applications (stat.AP)
[142]  arXiv:2405.05868 [pdf, other]
Title: Trustworthy Dimensionality Reduction
Authors: Subhrajyoty Roy
Comments: This is a dissertation report presented for the completion of the degree of Master of Statistics (M. Stat.) of the author from Indian Statistical Institute
Subjects: Methodology (stat.ME)
[143]  arXiv:2405.05781 [pdf, other]
Title: Nonparametric estimation of a future entry time distribution given the knowledge of a past state occupation in a progressive multistate model with current status data
Authors: Samuel Anyaso-Samuel, Somnath Datta
Comments: 19 pages, 5 tables, 4 figures
Subjects: Methodology (stat.ME)
[144]  arXiv:2405.05773 [pdf, other]
Title: Parametric Analysis of Bivariate Current Status data with Competing risks using Frailty model
Authors: Biswadeep Ghosh, Anup Dewanji, Sudipta Das
Subjects: Methodology (stat.ME); Applications (stat.AP)
[145]  arXiv:2405.05733 [pdf, other]
Title: Batched Stochastic Bandit for Nondegenerate Functions
Authors: Yu Liu, Yunlu Shu, Tianyu Wang
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)
[146]  arXiv:2405.05730 [pdf, other]
Title: Change point localisation and inference in fragmented functional data
Authors: Gengyu Xue, Haotian Xu, Yi Yu
Subjects: Methodology (stat.ME)
[147]  arXiv:2405.05679 [pdf, other]
Title: Non-asymptotic estimates for accelerated high order Langevin Monte Carlo algorithms
Authors: Ariel Neufeld, Ying Zhang
Subjects: Statistics Theory (math.ST); Probability (math.PR); Computation (stat.CO); Machine Learning (stat.ML)
[148]  arXiv:2405.05656 [pdf, ps, other]
Title: Consistent Empirical Bayes estimation of the mean of a mixing distribution without identifiability assumption. With applications to treatment of non-response
Authors: Eitan Greenshtein
Comments: 17 pages
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[149]  arXiv:2405.05646 [pdf, other]
Title: Outlier-robust Kalman Filtering through Generalised Bayes
Authors: Gerardo Duran-Martin, Matias Altamirano, Alexander Y. Shestopaloff, Leandro Sánchez-Betancourt, Jeremias Knoblauch, Matt Jones, François-Xavier Briol, Kevin Murphy
Comments: 41st International Conference on Machine Learning (ICML 2024)
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Systems and Control (eess.SY)
[150]  arXiv:2405.05644 [pdf, other]
Title: Estimation of ill-conditioned models using penalized sums of squares of the residuals
Authors: Román Salmerón Gómez, Catalina B. García García
Comments: Working paper with 35 pages, 9 tables, 7 figures
Subjects: Statistics Theory (math.ST)
[151]  arXiv:2405.05643 [pdf, other]
Title: Cancer mortality projection: disparities, COVID-19, and late diagnosis impact
Authors: A. Arik, A.J.G. Cairns, G. Streftaris
Subjects: Applications (stat.AP)
[152]  arXiv:2405.05638 [pdf, ps, other]
Title: An Efficient Finite Difference Approximation via a Double Sample-Recycling Approach
Authors: Guo Liang, Guangwu Liu, Kun Zhang
Subjects: Methodology (stat.ME); Machine Learning (cs.LG); Numerical Analysis (math.NA); Optimization and Control (math.OC)
[153]  arXiv:2405.05597 [pdf, ps, other]
Title: The empirical copula process in high dimensions: Stute's representation and applications
Authors: Axel Bücher, Cambyse Pakzad
Comments: 24 pages
Subjects: Statistics Theory (math.ST)
[154]  arXiv:2405.05459 [pdf, other]
Title: Estimation and Inference for Change Points in Functional Regression Time Series
Authors: Shivam Kumar, Haotian Xu, Haeran Cho, Daren Wang
Subjects: Methodology (stat.ME); Statistics Theory (math.ST)
[155]  arXiv:2405.05419 [pdf, other]
Title: Decompounding Under General Mixing Distributions
Authors: Denis Belomestny, Ekaterina Morozova, Vladimir Panov
Comments: 21 page, 2 figures
Subjects: Statistics Theory (math.ST); Methodology (stat.ME)
[156]  arXiv:2405.05403 [pdf, other]
Title: A fast and accurate inferential method for complex parametric models: the implicit bootstrap
Authors: Samuel Orso, Mucyo Karemera, Maria-Pia Victoria-Feser, Stéphane Guerrier
Subjects: Methodology (stat.ME); Statistics Theory (math.ST); Computation (stat.CO)
[157]  arXiv:2405.05389 [pdf, other]
Title: On foundation of generative statistics with F-entropy: a gradient-based approach
Authors: Bing Cheng, Howell Tong
Comments: 29 pages
Subjects: Methodology (stat.ME)
[158]  arXiv:2405.05344 [pdf, other]
Title: A note on the minimax risk of sparse linear regression
Authors: Yilin Guo, Shubhangi Ghosh, Haolei Weng, Arian Maleki
Subjects: Statistics Theory (math.ST)
[159]  arXiv:2405.05969 (cross-list from astro-ph.IM) [pdf, other]
Title: Learned harmonic mean estimation of the Bayesian evidence with normalizing flows
Authors: Alicja Polanska, Matthew A. Price, Davide Piras, Alessio Spurio Mancini, Jason D. McEwen
Comments: 14 pages, 8 figures, harmonic code available at this https URL
Subjects: Instrumentation and Methods for Astrophysics (astro-ph.IM); Cosmology and Nongalactic Astrophysics (astro-ph.CO); Methodology (stat.ME)
[160]  arXiv:2405.05968 (cross-list from cs.LG) [pdf, other]
Title: A Universal Growth Rate for Learning with Smooth Surrogate Losses
Authors: Anqi Mao, Mehryar Mohri, Yutao Zhong
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[161]  arXiv:2405.05950 (cross-list from cs.LG) [pdf, other]
Title: Federated Combinatorial Multi-Agent Multi-Armed Bandits
Authors: Fares Fourati, Mohamed-Slim Alouini, Vaneet Aggarwal
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Discrete Mathematics (cs.DM); Multiagent Systems (cs.MA); Machine Learning (stat.ML)
[162]  arXiv:2405.05934 (cross-list from cs.LG) [pdf, other]
Title: Theoretical Guarantees of Data Augmented Last Layer Retraining Methods
Authors: Monica Welfert, Nathan Stromberg, Lalitha Sankar
Comments: Extended version of a paper accepted to ISIT 2024. arXiv admin note: text overlap with arXiv:2402.11039
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Information Theory (cs.IT); Machine Learning (stat.ML)
[163]  arXiv:2405.05852 (cross-list from cs.CV) [pdf, other]
Title: Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control
Authors: Gunshi Gupta, Karmesh Yadav, Yarin Gal, Dhruv Batra, Zsolt Kira, Cong Lu, Tim G. J. Rudner
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Robotics (cs.RO); Machine Learning (stat.ML)
[164]  arXiv:2405.05759 (cross-list from econ.EM) [pdf, other]
Title: Advancing Distribution Decomposition Methods Beyond Common Supports: Applications to Racial Wealth Disparities
Authors: Bernardo Modenesi
Subjects: Econometrics (econ.EM); Methodology (stat.ME)
[165]  arXiv:2405.05695 (cross-list from cs.LG) [pdf, other]
Title: Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost
Authors: Yuan Gao, Weizhong Zhang, Wenhan Luo, Lin Ma, Jin-Gang Yu, Gui-Song Xia, Jiayi Ma
Comments: Accepted to ICLR 2024
Journal-ref: International Conference on Learning Representations (ICLR), 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (stat.ML)
[166]  arXiv:2405.05673 (cross-list from cs.LG) [pdf, ps, other]
Title: Imprecise Multi-Armed Bandits
Authors: Vanessa Kosoy
Comments: MSc thesis, 174 pages
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[167]  arXiv:2405.05596 (cross-list from cs.CY) [pdf, other]
Title: Measuring Strategization in Recommendation: Users Adapt Their Behavior to Shape Future Content
Authors: Sarah H. Cen, Andrew Ilyas, Jennifer Allen, Hannah Li, Aleksander Madry
Subjects: Computers and Society (cs.CY); Human-Computer Interaction (cs.HC); Information Retrieval (cs.IR); Machine Learning (cs.LG); Methodology (stat.ME)
[168]  arXiv:2405.05545 (cross-list from cs.LG) [pdf, other]
Title: Deep Hierarchical Graph Alignment Kernels
Authors: Shuhao Tang, Hao Tian, Xiaofeng Cao, Wei Ye
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[169]  arXiv:2405.05512 (cross-list from cs.LG) [pdf, other]
Title: Characteristic Learning for Provable One Step Generation
Authors: Zhao Ding, Chenguang Duan, Yuling Jiao, Ruoxuan Li, Jerry Zhijian Yang, Pingwen Zhang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Numerical Analysis (math.NA); Statistics Theory (math.ST)
[170]  arXiv:2405.05485 (cross-list from cs.LG) [pdf, other]
Title: Variance Control for Black Box Variational Inference Using The James-Stein Estimator
Authors: Dominic B. Dayta
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[171]  arXiv:2405.05468 (cross-list from cs.LG) [pdf, ps, other]
Title: Model-Free Robust $φ$-Divergence Reinforcement Learning Using Both Offline and Online Data
Authors: Kishan Panaganti, Adam Wierman, Eric Mazumdar
Comments: To appear in the proceedings of the International Conference on Machine Learning (ICML) 2024
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[172]  arXiv:2405.05439 (cross-list from cs.RO) [pdf, other]
Title: How Generalizable Is My Behavior Cloning Policy? A Statistical Approach to Trustworthy Performance Evaluation
Authors: Joseph A. Vincent, Haruki Nishimura, Masha Itkina, Paarth Shah, Mac Schwager, Thomas Kollar
Comments: This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible
Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Applications (stat.AP)
[173]  arXiv:2405.05429 (cross-list from cs.LG) [pdf, other]
Title: How Inverse Conditional Flows Can Serve as a Substitute for Distributional Regression
Authors: Lucas Kook, Chris Kolb, Philipp Schiele, Daniel Dold, Marcel Arpogaus, Cornelius Fritz, Philipp F. Baumann, Philipp Kopper, Tobias Pielok, Emilio Dorigatti, David Rügamer
Comments: Accepted at UAI 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation (stat.CO); Machine Learning (stat.ML)
[174]  arXiv:2405.05398 (cross-list from cs.LG) [pdf, other]
Title: ASPIRE: Iterative Amortized Posterior Inference for Bayesian Inverse Problems
Authors: Rafael Orozco, Ali Siahkoohi, Mathias Louboutin, Felix J. Herrmann
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[ total of 210 entries: 1-50 | 25-74 | 75-124 | 125-174 | 175-210 ]
[ showing 50 entries per page: fewer | more | all ]

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