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Authors and titles for recent submissions, skipping first 172

[ total of 210 entries: 1-50 | 23-72 | 73-122 | 123-172 | 173-210 ]
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Fri, 10 May 2024 (continued, showing last 6 of 38 entries)

[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

[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)
[201]  arXiv:2405.05033 (cross-list from cs.CE) [pdf, other]
Title: Multi-fidelity Hamiltonian Monte Carlo
Authors: Dhruv V. Patel, Jonghyun Lee, Matthew W. Farthing, Peter K. Kitanidis, Eric F. Darve
Subjects: Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG); Machine Learning (stat.ML)
[202]  arXiv:2405.04910 (cross-list from cs.LG) [pdf, other]
Title: Learning with Posterior Sampling for Revenue Management under Time-varying Demand
Authors: Kazuma Shimizu, Junya Honda, Shinji Ito, Shinji Nakadai
Comments: An extended version of the paper accepted by the 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024)
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[203]  arXiv:2405.04816 (cross-list from econ.EM) [pdf, other]
Title: Testing the Fairness-Improvability of Algorithms
Authors: Eric Auerbach, Annie Liang, Max Tabord-Meehan, Kyohei Okumura
Subjects: Econometrics (econ.EM); Data Structures and Algorithms (cs.DS); Applications (stat.AP)
[204]  arXiv:2405.04811 (cross-list from math.NA) [pdf, other]
Title: A general error analysis for randomized low-rank approximation with application to data assimilation
Authors: Alexandre Scotto Di Perrotolo, Youssef Diouane, Selime Gürol, Xavier Vasseur
Subjects: Numerical Analysis (math.NA); Machine Learning (stat.ML)
[205]  arXiv:2405.04796 (cross-list from math.AT) [pdf, other]
Title: Persistent homology of featured time series data and its applications
Authors: Eunwoo Heo, Jae-Hun Jung
Subjects: Algebraic Topology (math.AT); Computational Geometry (cs.CG); Statistics Theory (math.ST)
[206]  arXiv:2405.04711 (cross-list from cs.SI) [pdf, other]
Title: Community detection in multi-layer bipartite networks
Authors: Huan Qing
Comments: 24 pages, 13 figures, 1 table
Subjects: Social and Information Networks (cs.SI); Physics and Society (physics.soc-ph); Methodology (stat.ME)
[207]  arXiv:2405.04636 (cross-list from cs.LG) [pdf, ps, other]
Title: Data-driven Error Estimation: Upper Bounding Multiple Errors with No Technical Debt
Authors: Sanath Kumar Krishnamurthy, Susan Athey, Emma Brunskill
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[208]  arXiv:2405.04628 (cross-list from math.OC) [pdf, other]
Title: Wasserstein Proximal Coordinate Gradient Algorithms
Authors: Rentian Yao, Xiaohui Chen, Yun Yang
Subjects: Optimization and Control (math.OC); Statistics Theory (math.ST)
[209]  arXiv:2405.04566 (cross-list from cs.LG) [pdf, other]
Title: Fast Decentralized Gradient Tracking for Federated Minimax Optimization with Local Updates
Authors: Chris Junchi Li
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (stat.ML)
[210]  arXiv:2405.04554 (cross-list from cs.CR) [pdf, other]
Title: Differentially Private Synthetic Data with Private Density Estimation
Authors: Nikolija Bojkovic, Po-Ling Loh
Comments: Accepted to ISIT 2024
Subjects: Cryptography and Security (cs.CR); Information Theory (cs.IT); Machine Learning (cs.LG); Statistics Theory (math.ST); Machine Learning (stat.ML)
[ total of 210 entries: 1-50 | 23-72 | 73-122 | 123-172 | 173-210 ]
[ showing 50 entries per page: fewer | more | all ]

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