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Authors and titles for recent submissions, skipping first 200

[ total of 211 entries: 1-50 | 51-100 | 101-150 | 151-200 | 201-211 ]
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Fri, 10 May 2024 (continued, showing last 11 of 38 entries)

[201]  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)
[202]  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)
[203]  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)
[204]  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)
[205]  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)
[206]  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)
[207]  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)
[208]  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)
[209]  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)
[210]  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)
[211]  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)
[ total of 211 entries: 1-50 | 51-100 | 101-150 | 151-200 | 201-211 ]
[ showing 50 entries per page: fewer | more | all ]

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