Machine Learning

Authors and titles for recent submissions, skipping first 387

• Fri, 24 May 2024
• Wed, 22 May 2024
• Tue, 21 May 2024
• Mon, 20 May 2024
• Fri, 17 May 2024

Fri, 24 May 2024 (continued, showing 25 of 429 entries)

[388]  arXiv:2405.13468 (cross-list from astro-ph.EP) [pdf, other]

Title: Machine learning for exoplanet detection in high-contrast spectroscopy Combining cross correlation maps and deep learning on medium-resolution integral-field spectra

Authors: Rakesh Nath-Ranga, Olivier Absil, Valentin Christiaens, Emily O. Garvin

Comments: Accepted for publication in A&A on 23/04/2024. Total 15 pages of text, 7 figures

Subjects: Earth and Planetary Astrophysics (astro-ph.EP); Instrumentation and Methods for Astrophysics (astro-ph.IM); Machine Learning (cs.LG); Applied Physics (physics.app-ph); Data Analysis, Statistics and Probability (physics.data-an)

[389]  arXiv:2405.13456 (cross-list from stat.ML) [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)

[390]  arXiv:2405.13413 (cross-list from cs.IT) [pdf, other]

Title: Boosted Neural Decoders: Achieving Extreme Reliability of LDPC Codes for 6G Networks

Authors: Hee-Youl Kwak, Dae-Young Yun, Yongjune Kim, Sang-Hyo Kim, Jong-Seon No

Comments: 12 pages, 11 figures

Subjects: Information Theory (cs.IT); Machine Learning (cs.LG); Signal Processing (eess.SP)

[391]  arXiv:2405.13370 (cross-list from eess.IV) [pdf, other]

Title: Low-Resolution Chest X-ray Classification via Knowledge Distillation and Multi-task Learning

Authors: Yasmeena Akhter, Rishabh Ranjan, Richa Singh, Mayank Vatsa

Comments: IEEE ISBI 2024

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

[392]  arXiv:2405.13362 (cross-list from cs.IR) [pdf, ps, other]

Title: Lusifer: LLM-based User SImulated Feedback Environment for online Recommender systems

Authors: Danial Ebrat, Luis Rueda

Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)

[393]  arXiv:2405.13360 (cross-list from cs.CV) [pdf, other]

Title: How to Trace Latent Generative Model Generated Images without Artificial Watermark?

Authors: Zhenting Wang, Vikash Sehwag, Chen Chen, Lingjuan Lyu, Dimitris N. Metaxas, Shiqing Ma

Comments: ICML 2024

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[394]  arXiv:2405.13350 (cross-list from cs.CL) [pdf, other]

Title: Efficacy of ByteT5 in Multilingual Translation of Biblical Texts for Underrepresented Languages

Authors: Corinne Aars, Lauren Adams, Xiaokan Tian, Zhaoyu Wang, Colton Wismer, Jason Wu, Pablo Rivas, Korn Sooksatra, Matthew Fendt

Comments: LXAI Workshop at the 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024)

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)

[395]  arXiv:2405.13345 (cross-list from cs.RO) [pdf, other]

Title: Autonomous Algorithm for Training Autonomous Vehicles with Minimal Human Intervention

Authors: Sang-Hyun Lee, Daehyeok Kwon, Seung-Woo Seo

Comments: 8 pages, 6 figures, 2 tables, conference

Subjects: Robotics (cs.RO); Machine Learning (cs.LG)

[396]  arXiv:2405.13319 (cross-list from cs.CL) [pdf, other]

Title: ''You should probably read this'': Hedge Detection in Text

Authors: Denys Katerenchuk, Rivka Levitan

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)

[397]  arXiv:2405.13304 (cross-list from eess.IV) [pdf, other]

Title: Hybrid Multihead Attentive Unet-3D for Brain Tumor Segmentation

Authors: Muhammad Ansab Butt, Absaar Ul Jabbar

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

[398]  arXiv:2405.13302 (cross-list from stat.ML) [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)

[399]  arXiv:2405.13285 (cross-list from cs.CV) [pdf, ps, other]

Title: Enhancing Active Learning for Sentinel 2 Imagery through Contrastive Learning and Uncertainty Estimation

Authors: David Pogorzelski, Peter Arlinghaus

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[400]  arXiv:2405.13247 (cross-list from astro-ph.EP) [pdf, other]

Title: Improving Earth-like planet detection in radial velocity using deep learning

Authors: Yinan Zhao, Xavier Dumusque, Michael Cretignier, Andrew Collier Cameron, David W. Latham, Mercedes López-Morales, Michel Mayor, Alessandro Sozzetti, Rosario Cosentino, Isidro Gómez-Vargas, Francesco Pepe, Stephane Udry

Comments: Accepted for publication in A&A

Subjects: Earth and Planetary Astrophysics (astro-ph.EP); Instrumentation and Methods for Astrophysics (astro-ph.IM); Machine Learning (cs.LG)

[401]  arXiv:2405.13238 (cross-list from cs.IR) [pdf, ps, other]

Title: Enhancing User Interest based on Stream Clustering and Memory Networks in Large-Scale Recommender Systems

Authors: Peng Liu, Nian Wang, Cong Xu, Ming Zhao, Bin Wang, Yi Ren

Subjects: Information Retrieval (cs.IR); Machine Learning (cs.LG)

[402]  arXiv:2405.13235 (cross-list from eess.IV) [pdf, other]

Title: Geometric Transformation Uncertainty for Improving 3D Fetal Brain Pose Prediction from Freehand 2D Ultrasound Videos

Authors: Jayroop Ramesh, Nicola K Dinsdale, the INTERGROWTH-21st Consortium, Pak-Hei Yeung, Ana IL Namburete

Comments: Early Acceptance for MICCAI 2024

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

[403]  arXiv:2405.13226 (cross-list from cs.CL) [pdf, other]

Title: Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum

Authors: Hadi Pouransari, Chun-Liang Li, Jen-Hao Rick Chang, Pavan Kumar Anasosalu Vasu, Cem Koc, Vaishaal Shankar, Oncel Tuzel

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)

[404]  arXiv:2405.13209 (cross-list from cs.CL) [pdf, other]

Title: Investigating Symbolic Capabilities of Large Language Models

Authors: Neisarg Dave, Daniel Kifer, C. Lee Giles, Ankur Mali

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)

[405]  arXiv:2405.13202 (cross-list from cs.CV) [pdf, other]

Title: Empowering Urban Traffic Management: Elevated 3D LiDAR for Data Collection and Advanced Object Detection Analysis

Authors: Nawfal Guefrachi, Hakim Ghazzai, Ahmad Alsharoa

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[406]  arXiv:2405.13181 (cross-list from cs.CL) [pdf, other]

Title: Comparative Analysis of Different Efficient Fine Tuning Methods of Large Language Models (LLMs) in Low-Resource Setting

Authors: Krishna Prasad Varadarajan Srinivasan, Prasanth Gumpena, Madhusudhana Yattapu, Vishal H. Brahmbhatt

Comments: 9 pages of main paper, 1 page of references, 6 appendix pages, 11 figures, 18 tables

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)

[407]  arXiv:2405.13180 (cross-list from eess.SP) [pdf, other]

Title: Data Assimilation with Machine Learning Surrogate Models: A Case Study with FourCastNet

Authors: Melissa Adrian, Daniel Sanz-Alonso, Rebecca Willett

Subjects: Signal Processing (eess.SP); Machine Learning (cs.LG); Chaotic Dynamics (nlin.CD); Atmospheric and Oceanic Physics (physics.ao-ph); Applications (stat.AP)

[408]  arXiv:2405.13160 (cross-list from stat.ML) [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)

[409]  arXiv:2405.13149 (cross-list from stat.ML) [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)

[410]  arXiv:2405.13147 (cross-list from cs.CR) [pdf, other]

Title: A novel reliability attack of Physical Unclonable Functions

Authors: Gaoxiang Li, Yu Zhuang

Subjects: Cryptography and Security (cs.CR); Machine Learning (cs.LG)

[411]  arXiv:2405.13140 (cross-list from math.ST) [pdf, ps, other]

Title: On Convergence of the Alternating Directions SGHMC Algorithm

Authors: Soumyadip Ghsoh, Yingdong Lu, Tomasz Nowicki

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

[412]  arXiv:2405.13135 (cross-list from cs.CL) [pdf, other]

Title: Dataset Mention Extraction in Scientific Articles Using Bi-LSTM-CRF Model

Authors: Tong Zeng, Daniel Acuna

Journal-ref: Rich Search and Discovery for Research Datasets, 2020, 158-165

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)

• Fri, 24 May 2024
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• Tue, 21 May 2024
• Mon, 20 May 2024
• Fri, 17 May 2024