Machine Learning

Authors and titles for cs.LG in Mar 2023, skipping first 2700

[2701]  arXiv:2303.17823 (cross-list from stat.ME) [pdf, other]

Title: An interpretable neural network-based non-proportional odds model for ordinal regression

Authors: Akifumi Okuno, Kazuharu Harada

Comments: 35 pages, 18 figures, accepted to Journal of Computational and Graphical Statistics

Subjects: Methodology (stat.ME); Machine Learning (cs.LG); Machine Learning (stat.ML)

[2702]  arXiv:2303.17940 (cross-list from stat.ML) [pdf, other]

Title: Per-Example Gradient Regularization Improves Learning Signals from Noisy Data

Authors: Xuran Meng, Yuan Cao, Difan Zou

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)

[2703]  arXiv:2303.17941 (cross-list from eess.IV) [pdf, other]

Title: Comparing Adversarial and Supervised Learning for Organs at Risk Segmentation in CT images

Authors: Leonardo Crespi, Mattia Portanti, Daniele Loiacono

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[2704]  arXiv:2303.17956 (cross-list from eess.IV) [pdf, other]

Title: Ensemble Methods for Multi-Organ Segmentation in CT Series

Authors: Leonardo Crespi, Paolo Roncaglioni, Damiano Dei, Ciro Franzese, Nicola Lambri, Daniele Loiacono, Pietro Mancosu, Marta Scorsetti

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[2705]  arXiv:2303.17992 (cross-list from math.OC) [pdf, other]

Title: A fast Multiplicative Updates algorithm for Non-negative Matrix Factorization

Authors: Mai-Quyen Pham, Jérémy Cohen, Thierry Chonavel

Subjects: Optimization and Control (math.OC); Machine Learning (cs.LG)

[2706]  arXiv:2303.18005 (cross-list from eess.IV) [pdf, other]

Title: Artificial Intelligence in Ovarian Cancer Histopathology: A Systematic Review

Authors: Jack Breen, Katie Allen, Kieran Zucker, Pratik Adusumilli, Andy Scarsbrook, Geoff Hall, Nicolas M. Orsi, Nishant Ravikumar

Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[2707]  arXiv:2303.18017 (cross-list from q-bio.TO) [pdf, other]

Title: Rapid prediction of lab-grown tissue properties using deep learning

Authors: Allison E. Andrews, Hugh Dickinson, James P. Hague

Comments: 26 Pages, 11 Figures

Subjects: Tissues and Organs (q-bio.TO); Machine Learning (cs.LG); Machine Learning (stat.ML)

[2708]  arXiv:2303.18158 (cross-list from math.OC) [pdf, other]

Title: Constrained Optimization of Rank-One Functions with Indicator Variables

Authors: Soroosh Shafiee, Fatma Kılınç-Karzan

Subjects: Optimization and Control (math.OC); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Machine Learning (stat.ML)

[2709]  arXiv:2303.18211 (cross-list from stat.ML) [pdf, other]

Title: A Scale-Invariant Sorting Criterion to Find a Causal Order in Additive Noise Models

Authors: Alexander G. Reisach, Myriam Tami, Christof Seiler, Antoine Chambaz, Sebastian Weichwald

Comments: accepted at the 2023 Conference on Neural Information Processing Systems (NeurIPS 2023); cf. this https URL

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Methodology (stat.ME)

[2710]  arXiv:2303.11138 (cross-list from stat.ML) [pdf, other]

Title: Fault Detection via Occupation Kernel Principal Component Analysis

Authors: Zachary Morrison, Benjamin P. Russo, Yingzhao Lian, Rushikesh Kamalapurkar

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Systems and Control (eess.SY); Optimization and Control (math.OC)

[2711]  arXiv:2303.14942 (cross-list from math.ST) [pdf, other]

Title: On the Optimality of Misspecified Spectral Algorithms

Authors: Haobo Zhang, Yicheng Li, Qian Lin

Comments: 48 pages, 2 figures

Subjects: Statistics Theory (math.ST); Machine Learning (cs.LG)