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Machine Learning

Authors and titles for recent submissions, skipping first 556

[ total of 607 entries: 1-25 | ... | 482-506 | 507-531 | 532-556 | 557-581 | 582-606 | 607 ]
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Mon, 13 May 2024 (continued, showing 25 of 90 entries)

[557]  arXiv:2405.06093 [pdf, other]
Title: Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using Schedule-of-Event Table Detection
Authors: Bhawesh Kumar, Jonathan Amar, Eric Yang, Nan Li, Yugang Jia
Comments: 21 pages
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[558]  arXiv:2405.06080 [pdf, other]
Title: Scalable Learning of Segment-Level Traffic Congestion Functions
Authors: Shushman Choudhury, Abdul Rahman Kreidieh, Iveel Tsogsuren, Neha Arora, Carolina Osorio, Alexandre Bayen
Comments: Submitted to IEEE ITSC 2024
Subjects: Machine Learning (cs.LG)
[559]  arXiv:2405.06073 [pdf, other]
Title: Hard Work Does Not Always Pay Off: Poisoning Attacks on Neural Architecture Search
Authors: Zachary Coalson, Huazheng Wang, Qingyun Wu, Sanghyun Hong
Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR)
[560]  arXiv:2405.06068 [pdf, other]
Title: Deep Learning-Based Residual Useful Lifetime Prediction for Assets with Uncertain Failure Modes
Authors: Yuqi Su, Xiaolei Fang
Subjects: Machine Learning (cs.LG); Signal Processing (eess.SP); Applications (stat.AP); Machine Learning (stat.ML)
[561]  arXiv:2405.06065 [pdf, other]
Title: Driving down Poisson error can offset classification error in clinical tasks
Authors: Charles B. Delahunt, Courosh Mehanian, Matthew P. Horning
Comments: 8 pages + appendix, 4 figures
Subjects: Machine Learning (cs.LG)
[562]  arXiv:2405.06063 [pdf, other]
Title: A Minimalist Prompt for Zero-Shot Policy Learning
Authors: Meng Song, Xuezhi Wang, Tanay Biradar, Yao Qin, Manmohan Chandraker
Subjects: Machine Learning (cs.LG)
[563]  arXiv:2405.06038 [pdf, other]
Title: From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks
Authors: Xue Geng, Zhe Wang, Chunyun Chen, Qing Xu, Kaixin Xu, Chao Jin, Manas Gupta, Xulei Yang, Zhenghua Chen, Mohamed M. Sabry Aly, Jie Lin, Min Wu, Xiaoli Li
Comments: This manuscript is the accepted version for TNNLS(IEEE Transactions on Neural Networks and Learning Systems)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[564]  arXiv:2405.06034 [pdf, other]
Title: Bayesian Prediction-Powered Inference
Authors: R. Alex Hofer, Joshua Maynez, Bhuwan Dhingra, Adam Fisch, Amir Globerson, William W. Cohen
Subjects: Machine Learning (cs.LG)
[565]  arXiv:2405.06008 [pdf, other]
Title: Wilsonian Renormalization of Neural Network Gaussian Processes
Authors: Jessica N. Howard, Ro Jefferson, Anindita Maiti, Zohar Ringel
Comments: 24 pages, 1 figure
Subjects: Machine Learning (cs.LG); Disordered Systems and Neural Networks (cond-mat.dis-nn); High Energy Physics - Theory (hep-th); Machine Learning (stat.ML)
[566]  arXiv:2405.06001 [pdf, other]
Title: LLM-QBench: A Benchmark Towards the Best Practice for Post-training Quantization of Large Language Models
Authors: Ruihao Gong, Yang Yong, Shiqiao Gu, Yushi Huang, Yunchen Zhang, Xianglong Liu, Dacheng Tao
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[567]  arXiv:2405.05993 [pdf, ps, other]
Title: Precision Rehabilitation for Patients Post-Stroke based on Electronic Health Records and Machine Learning
Authors: Fengyi Gao, Xingyu Zhang, Sonish Sivarajkumar, Parker Denny, Bayan Aldhahwani, Shyam Visweswaran, Ryan Shi, William Hogan, Allyn Bove, Yanshan Wang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[568]  arXiv:2405.05991 [pdf, other]
Title: Agent-oriented Joint Decision Support for Data Owners in Auction-based Federated Learning
Authors: Xiaoli Tang, Han Yu, Xiaoxiao Li
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Science and Game Theory (cs.GT)
[569]  arXiv:2405.05989 [pdf, other]
Title: Clustering-based Multitasking Deep Neural Network for Solar Photovoltaics Power Generation Prediction
Authors: Hui Song, Zheng Miao, Ali Babalhavaeji, Saman Mehrnia, Mahdi Jalili, Xinghuo Yu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[570]  arXiv:2405.05987 [pdf, other]
Title: Physics-Enhanced Machine Learning: a position paper for dynamical systems investigations
Authors: Alice Cicirello
Comments: 12 pages, 7 figures, conference, pre-print under review for RASD 2024 conference
Subjects: Machine Learning (cs.LG); Computational Engineering, Finance, and Science (cs.CE)
[571]  arXiv:2405.05985 [pdf, other]
Title: TrafficGPT: Towards Multi-Scale Traffic Analysis and Generation with Spatial-Temporal Agent Framework
Authors: Jinhui Ouyang, Yijie Zhu, Xiang Yuan, Di Wu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[572]  arXiv:2405.05984 [pdf, other]
Title: Few-Shot Class Incremental Learning via Robust Transformer Approach
Authors: Naeem Paeedeh, Mahardhika Pratama, Sunu Wibirama, Wolfgang Mayer, Zehong Cao, Ryszard Kowalczyk
Comments: Under Review in Information Sciences
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[573]  arXiv:2405.05981 [pdf, other]
Title: Scalable physical source-to-field inference with hypernetworks
Authors: Berian James, Stefan Pollok, Ignacio Peis, Jes Frellsen, Rasmus Bjørk
Comments: 13 pages, 4 figures
Subjects: Machine Learning (cs.LG); Computational Engineering, Finance, and Science (cs.CE); Computational Physics (physics.comp-ph)
[574]  arXiv:2405.06636 (cross-list from cs.CV) [pdf, other]
Title: Federated Document Visual Question Answering: A Pilot Study
Authors: Khanh Nguyen, Dimosthenis Karatzas
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[575]  arXiv:2405.06605 (cross-list from physics.ins-det) [pdf, other]
Title: Calo-VQ: Vector-Quantized Two-Stage Generative Model in Calorimeter Simulation
Authors: Qibin Liu, Chase Shimmin, Xiulong Liu, Eli Shlizerman, Shu Li, Shih-Chieh Hsu
Subjects: Instrumentation and Detectors (physics.ins-det); Machine Learning (cs.LG); High Energy Physics - Phenomenology (hep-ph)
[576]  arXiv:2405.06604 (cross-list from cs.CL) [pdf, other]
Title: Explaining Text Similarity in Transformer Models
Authors: Alexandros Vasileiou, Oliver Eberle
Comments: Accepted to NAACL 2024
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[577]  arXiv:2405.06590 (cross-list from physics.ao-ph) [pdf, other]
Title: Decomposing weather forecasting into advection and convection with neural networks
Authors: Mengxuan Chen, Ziqi Yuan, Jinxiao Zhang, Runmin Dong, Haohuan Fu
Subjects: Atmospheric and Oceanic Physics (physics.ao-ph); Machine Learning (cs.LG)
[578]  arXiv:2405.06561 (cross-list from cs.ET) [pdf, other]
Title: Reservoir Computing Benchmarks: a review, a taxonomy, some best practices
Authors: Chester Wringe, Martin Trefzer, Susan Stepney
Comments: 36pp, 15figs, review article
Subjects: Emerging Technologies (cs.ET); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[579]  arXiv:2405.06558 (cross-list from stat.ML) [pdf, ps, other]
Title: Random matrix theory improved Fréchet mean of symmetric positive definite matrices
Authors: Florent Bouchard, Ammar Mian, Malik Tiomoko, Guillaume Ginolhac, Frédéric Pascal
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Signal Processing (eess.SP); Methodology (stat.ME)
[580]  arXiv:2405.06546 (cross-list from stat.ML) [pdf, other]
Title: Sharp analysis of out-of-distribution error for "importance-weighted" estimators in the overparameterized regime
Authors: Kuo-Wei Lai, Vidya Muthukumar
Comments: A short version of this work will be presented at IEEE ISIT 2024
Subjects: Machine Learning (stat.ML); Information Theory (cs.IT); Machine Learning (cs.LG)
[581]  arXiv:2405.06545 (cross-list from cs.CL) [pdf, other]
Title: Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval
Authors: Mengjia Niu, Hao Li, Jie Shi, Hamed Haddadi, Fan Mo
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[ total of 607 entries: 1-25 | ... | 482-506 | 507-531 | 532-556 | 557-581 | 582-606 | 607 ]
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