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Authors and titles for recent submissions, skipping first 150

[ total of 210 entries: 1-50 | 51-100 | 101-150 | 151-200 | 201-210 ]
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Fri, 10 May 2024 (continued, showing last 28 of 38 entries)

[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)
[175]  arXiv:2405.05386 (cross-list from cs.LG) [pdf, other]
Title: Interpretability Needs a New Paradigm
Authors: Andreas Madsen, Himabindu Lakkaraju, Siva Reddy, Sarath Chandar
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (stat.ML)
[176]  arXiv:2405.05369 (cross-list from cs.LG) [pdf, other]
Title: Model Reconstruction Using Counterfactual Explanations: Mitigating the Decision Boundary Shift
Authors: Pasan Dissanayake, Sanghamitra Dutta
Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Machine Learning (stat.ML)
[177]  arXiv:2405.05294 (cross-list from cs.HC) [pdf, other]
Title: Harmonizing Program Induction with Rate-Distortion Theory
Authors: Hanqi Zhou, David G. Nagy, Charley M. Wu
Comments: CogSci 2024
Subjects: Human-Computer Interaction (cs.HC); Computation and Language (cs.CL); Information Theory (cs.IT); Machine Learning (cs.LG); Symbolic Computation (cs.SC); Machine Learning (stat.ML)
[178]  arXiv:2405.04579 (cross-list from cs.LG) [pdf, other]
Title: A critical appraisal of water table depth estimation: Challenges and opportunities within machine learning
Authors: Joseph Janssen, Ardalan Tootchi, Ali A. Ameli
Subjects: Machine Learning (cs.LG); Applications (stat.AP); Machine Learning (stat.ML)

Thu, 9 May 2024 (showing first 22 of 32 entries)

[179]  arXiv:2405.05238 [pdf, other]
Title: Fast Exact/Conservative Monte Carlo Confidence Intervals
Authors: Amanda K. Glazer, Philip B. Stark
Subjects: Computation (stat.CO)
[180]  arXiv:2405.05227 [pdf, other]
Title: Are Economically Advanced Countries More Efficient in Basic and Applied Research?
Authors: Vladimír Holý, Karel Šafr
Journal-ref: (2018) Central European Journal of Operations Research, 26(4), 933-950
Subjects: Applications (stat.AP); Physics and Society (physics.soc-ph)
[181]  arXiv:2405.05218 [pdf, other]
Title: Clustering Retail Products Based on Customer Behaviour
Authors: Vladimír Holý, Ondřej Sokol, Michal Černý
Journal-ref: (2017) Applied Soft Computing, 60, 752-762
Subjects: Applications (stat.AP)
[182]  arXiv:2405.05190 [pdf, ps, other]
Title: Is Transductive Learning Equivalent to PAC Learning?
Authors: Shaddin Dughmi, Yusuf Kalayci, Grayson York
Subjects: Machine Learning (stat.ML); Data Structures and Algorithms (cs.DS); Machine Learning (cs.LG); Statistics Theory (math.ST)
[183]  arXiv:2405.05139 [pdf, other]
Title: Multivariate group sequential tests for global summary statistics
Authors: Abigail J. Burdon, Thomas Jaki
Comments: 12 manuscript pages including 1 figure and 2 tables. 8 supplementary materials pages including 2 figures and 3 tables
Subjects: Methodology (stat.ME)
[184]  arXiv:2405.05121 [pdf, other]
Title: A goodness-of-fit diagnostic for count data derived from half-normal plots with a simulated envelope
Authors: Darshana Jayakumari, Jochen Einbeck, John Hinde, Julien Mainguy, Rafael de Andrade Moral
Subjects: Methodology (stat.ME)
[185]  arXiv:2405.05119 [pdf, other]
Title: Combining Rollout Designs and Clustering for Causal Inference under Low-order Interference
Authors: Mayleen Cortez-Rodriguez, Matthew Eichhorn, Christina Lee Yu
Comments: 30 pages, 13 figures
Subjects: Methodology (stat.ME); Social and Information Networks (cs.SI)
[186]  arXiv:2405.05110 [pdf, other]
Title: Uncertainty quantification in metric spaces
Authors: Gábor Lugosi, Marcos Matabuena
Subjects: Statistics Theory (math.ST); Machine Learning (stat.ML)
[187]  arXiv:2405.05081 [pdf, other]
Title: Robust deep learning from weakly dependent data
Authors: William Kengne, Modou Wade
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)
[188]  arXiv:2405.05073 [pdf, other]
Title: gasmodel: An R Package for Generalized Autoregressive Score Models
Authors: Vladimír Holý
Subjects: Computation (stat.CO)
[189]  arXiv:2405.05025 [pdf, other]
Title: Learning Structural Causal Models through Deep Generative Models: Methods, Guarantees, and Challenges
Authors: Audrey Poinsot, Alessandro Leite, Nicolas Chesneau, Michèle Sébag, Marc Schoenauer
Comments: Accepted to the 33rd International Joint Conference on Artificial Intelligence
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)
[190]  arXiv:2405.04928 [pdf, other]
Title: A joint model for DHS and MICS surveys: Spatial modeling with anonymized locations
Authors: John Paige, Geir-Arne Fuglstad, Andrea Riebler
Comments: main manuscript: 31 pages, 6 figures, 2 tables; supplemental materials: 10 pages, 4 figures, 7 tables
Subjects: Methodology (stat.ME)
[191]  arXiv:2405.04919 [pdf, other]
Title: Fast Computation of Leave-One-Out Cross-Validation for $k$-NN Regression
Authors: Motonobu Kanagawa
Subjects: Machine Learning (stat.ML); Data Structures and Algorithms (cs.DS); Machine Learning (cs.LG); Computation (stat.CO); Methodology (stat.ME)
[192]  arXiv:2405.04917 [pdf, other]
Title: Guiding adaptive shrinkage by co-data to improve regression-based prediction and feature selection
Authors: Mark A. van de Wiel, Wessel N. van Wieringen
Comments: 19 pages, 7 figures. Including Supplementary Material
Subjects: Methodology (stat.ME); Machine Learning (stat.ML)
[193]  arXiv:2405.04904 [pdf, other]
Title: Dependence-based fuzzy clustering of functional time series
Authors: Angel Lopez-Oriona, Ying Sun, Han Lin Shang
Comments: 43 pages, 5 figures, 10 tables. arXiv admin note: substantial text overlap with arXiv:2402.08687
Subjects: Methodology (stat.ME); Applications (stat.AP)
[194]  arXiv:2405.04895 [pdf, other]
Title: On Correlation and Prediction Interval Reduction
Authors: Romain Piaget-Rossel, Valentin Rousson
Comments: 19 pages, 2 figures
Subjects: Methodology (stat.ME)
[195]  arXiv:2405.04845 [pdf, other]
Title: Weighted Particle-Based Optimization for Efficient Generalized Posterior Calibration
Authors: Masahiro Tanaka
Subjects: Methodology (stat.ME); Computation (stat.CO)
[196]  arXiv:2405.04769 [pdf, other]
Title: Inference With Combining Rules From Multiple Differentially Private Synthetic Datasets
Authors: Leila Nombo, Anne-Sophie Charest
Subjects: Methodology (stat.ME); Cryptography and Security (cs.CR); Machine Learning (cs.LG); Applications (stat.AP)
[197]  arXiv:2405.04715 [pdf, other]
Title: Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance Learning
Authors: Yihong Gu, Cong Fang, Peter Bühlmann, Jianqing Fan
Comments: 47 pages, 5 figures with appendix
Subjects: Statistics Theory (math.ST); Machine Learning (cs.LG); Methodology (stat.ME); Machine Learning (stat.ML)
[198]  arXiv:2405.04624 [pdf, other]
Title: Adaptive design of experiments methodology for noise resistance with unreplicated experiments
Authors: Lucas Caparini, Gwynn J. Elfring, Mauricio Ponga
Comments: 33 pages, 14 figures
Subjects: Methodology (stat.ME)
[199]  arXiv:2405.04539 [pdf, other]
Title: Some variation of COBRA in sequential learning setup
Authors: Aryan Bhambu, Arabin Kumar Dey
Subjects: Machine Learning (stat.ML); Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG); Signal Processing (eess.SP); Computational Finance (q-fin.CP)
[200]  arXiv:2405.05097 (cross-list from cs.LG) [pdf, other]
Title: Biology-inspired joint distribution neurons based on Hierarchical Correlation Reconstruction allowing for multidirectional neural networks
Authors: Jarek Duda
Comments: 4 pages, 3 figures
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[ total of 210 entries: 1-50 | 51-100 | 101-150 | 151-200 | 201-210 ]
[ showing 50 entries per page: fewer | more | all ]

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