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Authors and titles for recent submissions, skipping first 147

• Wed, 15 May 2024
• Tue, 14 May 2024
• Mon, 13 May 2024
• Fri, 10 May 2024
• Thu, 9 May 2024

Fri, 10 May 2024 (continued, showing 25 of 38 entries)

[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)

• Wed, 15 May 2024
• Tue, 14 May 2024
• Mon, 13 May 2024
• Fri, 10 May 2024
• Thu, 9 May 2024