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Machine Learning

Authors and titles for recent submissions, skipping first 20

[ total of 140 entries: 1-10 | 11-20 | 21-30 | 31-40 | 41-50 | 51-60 | ... | 131-140 ]
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Fri, 24 May 2024 (continued, showing 10 of 68 entries)

[21]  arXiv:2405.13731 [pdf, other]
Title: Control, Transport and Sampling: Towards Better Loss Design
Authors: Qijia Jiang, David Nabergoj
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Computation (stat.CO)
[22]  arXiv:2405.13587 [pdf, other]
Title: Exact Gradients for Stochastic Spiking Neural Networks Driven by Rough Signals
Authors: Christian Holberg, Cristopher Salvi
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Probability (math.PR)
[23]  arXiv:2405.13481 [pdf, other]
Title: Locally Private Estimation with Public Features
Authors: Yuheng Ma, Ke Jia, Hanfang Yang
Subjects: Machine Learning (stat.ML); Cryptography and Security (cs.CR); Machine Learning (cs.LG)
[24]  arXiv:2405.13456 [pdf, other]
Title: Deep linear networks for regression are implicitly regularized towards flat minima
Authors: Pierre Marion, Lénaïc Chizat
Comments: 46 pages, 4 figures
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)
[25]  arXiv:2405.13302 [pdf, other]
Title: Accelerated Evaluation of Ollivier-Ricci Curvature Lower Bounds: Bridging Theory and Computation
Authors: Wonwoo Kang, Heehyun Park
Subjects: Machine Learning (stat.ML); Discrete Mathematics (cs.DM); Machine Learning (cs.LG); Optimization and Control (math.OC)
[26]  arXiv:2405.13160 [pdf, other]
Title: Borrowing Strength in Distributionally Robust Optimization via Hierarchical Dirichlet Processes
Authors: Nicola Bariletto, Khai Nguyen, Nhat Ho
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)
[27]  arXiv:2405.13149 [pdf, other]
Title: Gaussian Measures Conditioned on Nonlinear Observations: Consistency, MAP Estimators, and Simulation
Authors: Yifan Chen, Bamdad Hosseini, Houman Owhadi, Andrew M Stuart
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Numerical Analysis (math.NA); Probability (math.PR); Computation (stat.CO)
[28]  arXiv:2405.13073 [pdf, other]
Title: A graph-structured distance for heterogeneous datasets with meta variables
Authors: Edward Hallé-Hannan, Charles Audet, Youssef Diouane, Sébastien Le Digabel, Paul Saves
Comments: 25 pages (without references), 5 figures, data and scripts available at this https URL
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)
[29]  arXiv:2405.14861 (cross-list from cs.LG) [pdf, ps, other]
Title: Adapting to Unknown Low-Dimensional Structures in Score-Based Diffusion Models
Authors: Gen Li, Yuling Yan
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Statistics Theory (math.ST); Machine Learning (stat.ML)
[30]  arXiv:2405.14822 (cross-list from cs.CV) [pdf, other]
Title: PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher
Authors: Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Yuhta Takida, Naoki Murata, Toshimitsu Uesaka, Yuki Mitsufuji, Stefano Ermon
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Machine Learning (stat.ML)
[ total of 140 entries: 1-10 | 11-20 | 21-30 | 31-40 | 41-50 | 51-60 | ... | 131-140 ]
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