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Machine Learning

Authors and titles for recent submissions, skipping first 600

[ total of 931 entries: 1-50 | ... | 451-500 | 501-550 | 551-600 | 601-650 | 651-700 | 701-750 | 751-800 | ... | 901-931 ]
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Tue, 21 May 2024 (continued, showing 50 of 199 entries)

[601]  arXiv:2405.11566 [pdf, other]
Title: Uncertainty-Aware PPG-2-ECG for Enhanced Cardiovascular Diagnosis using Diffusion Models
Authors: Omer Belhasin, Idan Kligvasser, George Leifman, Regev Cohen, Erin Rainaldi, Li-Fang Cheng, Nishant Verma, Paul Varghese, Ehud Rivlin, Michael Elad
Subjects: Machine Learning (cs.LG)
[602]  arXiv:2405.11548 [pdf, other]
Title: Adaptive Online Experimental Design for Causal Discovery
Authors: Muhammad Qasim Elahi, Lai Wei, Murat Kocaoglu, Mahsa Ghasemi
Comments: To appear in Proceedings of ICML 24
Subjects: Machine Learning (cs.LG); Applications (stat.AP)
[603]  arXiv:2405.11542 [pdf, other]
Title: From Fourier to Neural ODEs: Flow Matching for Modeling Complex Systems
Authors: Xin Li, Jingdong Zhang, Qunxi Zhu, Chengli Zhao, Xue Zhang, Xiaojun Duan, Wei Lin
Subjects: Machine Learning (cs.LG); Physics Education (physics.ed-ph)
[604]  arXiv:2405.11533 [pdf, other]
Title: Hierarchical Selective Classification
Authors: Shani Goren, Ido Galil, Ran El-Yaniv
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV)
[605]  arXiv:2405.11530 [pdf, other]
Title: Learning More Generalized Experts by Merging Experts in Mixture-of-Experts
Authors: Sejik Park
Comments: 12 pages, 3 figures
Subjects: Machine Learning (cs.LG)
[606]  arXiv:2405.11525 [pdf, other]
Title: Overcoming Data and Model Heterogeneities in Decentralized Federated Learning via Synthetic Anchors
Authors: Chun-Yin Huang, Kartik Srinivas, Xin Zhang, Xiaoxiao Li
Comments: Paper Accepted at ICML 2024, 23 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[607]  arXiv:2405.11500 [pdf, other]
Title: Interpreting a Semantic Segmentation Model for Coastline Detection
Authors: Conor O'Sullivan, Seamus Coveney, Xavier Monteys, Soumyabrata Dev
Journal-ref: 2023 Photonics & Electromagnetics Research Symposium (PIERS)
Subjects: Machine Learning (cs.LG)
[608]  arXiv:2405.11470 [pdf, other]
Title: VCformer: Variable Correlation Transformer with Inherent Lagged Correlation for Multivariate Time Series Forecasting
Authors: Yingnan Yang, Qingling Zhu, Jianyong Chen
Comments: 16 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[609]  arXiv:2405.11454 [pdf, ps, other]
Title: Comparisons Are All You Need for Optimizing Smooth Functions
Authors: Chenyi Zhang, Tongyang Li
Subjects: Machine Learning (cs.LG); Data Structures and Algorithms (cs.DS); Optimization and Control (math.OC)
[610]  arXiv:2405.11449 [pdf, other]
Title: NetMamba: Efficient Network Traffic Classification via Pre-training Unidirectional Mamba
Authors: Tongze Wang, Xiaohui Xie, Wenduo Wang, Chuyi Wang, Youjian Zhao, Yong Cui
Subjects: Machine Learning (cs.LG); Networking and Internet Architecture (cs.NI)
[611]  arXiv:2405.11432 [pdf, other]
Title: On Robust Reinforcement Learning with Lipschitz-Bounded Policy Networks
Authors: Nicholas H. Barbara, Ruigang Wang, Ian R. Manchester
Subjects: Machine Learning (cs.LG); Systems and Control (eess.SY)
[612]  arXiv:2405.11431 [pdf, other]
Title: Review of deep learning models for crypto price prediction: implementation and evaluation
Authors: Jingyang Wu, Xinyi Zhang, Fangyixuan Huang, Haochen Zhou, Rohtiash Chandra
Subjects: Machine Learning (cs.LG); Statistical Finance (q-fin.ST); Machine Learning (stat.ML)
[613]  arXiv:2405.11417 [pdf, other]
Title: Budgeted Recommendation with Delayed Feedback
Authors: Kweiguu Liu, Setareh Maghsudi
Subjects: Machine Learning (cs.LG)
[614]  arXiv:2405.11416 [pdf, other]
Title: Discrete-state Continuous-time Diffusion for Graph Generation
Authors: Zhe Xu, Ruizhong Qiu, Yuzhong Chen, Huiyuan Chen, Xiran Fan, Menghai Pan, Zhichen Zeng, Mahashweta Das, Hanghang Tong
Subjects: Machine Learning (cs.LG)
[615]  arXiv:2405.11397 [pdf, other]
Title: Preparing for Black Swans: The Antifragility Imperative for Machine Learning
Authors: Ming Jin
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)
[616]  arXiv:2405.11389 [pdf, other]
Title: Adjacent Leader Decentralized Stochastic Gradient Descent
Authors: Haoze He, Jing Wang, Anna Choromanska
Comments: 9 pages of main paper, and 12 pages of appendix
Subjects: Machine Learning (cs.LG)
[617]  arXiv:2405.11383 [pdf, ps, other]
Title: Investigating KAN-Based Physics-Informed Neural Networks for EMI/EMC Simulations
Authors: Kun Qian, Mohamed Kheir
Comments: 8 pages
Subjects: Machine Learning (cs.LG)
[618]  arXiv:2405.11372 [pdf, other]
Title: ReModels: Quantile Regression Averaging models
Authors: Grzegorz Zakrzewski, Kacper Skonieczka, Mikołaj Małkiński, Jacek Mańdziuk
Subjects: Machine Learning (cs.LG)
[619]  arXiv:2405.11349 [pdf, other]
Title: Unlock the Power of Algorithm Features: A Generalization Analysis for Algorithm Selection
Authors: Xingyu Wu, Yan Zhong, Jibin Wu, Yuxiao Huang, Shenghao Wu, Kay Chen Tan
Subjects: Machine Learning (cs.LG)
[620]  arXiv:2405.11344 [pdf, ps, other]
Title: Improved Content Understanding With Effective Use of Multi-task Contrastive Learning
Authors: Akanksha Bindal, Sudarshan Ramanujam, Dave Golland, TJ Hazen, Tina Jiang, Fengyu Zhang, Peng Yan
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[621]  arXiv:2405.11333 [pdf, other]
Title: GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable Missing
Authors: Chengqing Yu, Fei Wang, Zezhi Shao, Tangwen Qian, Zhao Zhang, Wei Wei, Yongjun Xu
Comments: Accepted by KDD 2024 (Research track)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[622]  arXiv:2405.11331 [pdf, other]
Title: Generalized Multi-Objective Reinforcement Learning with Envelope Updates in URLLC-enabled Vehicular Networks
Authors: Zijiang Yan, Hina Tabassum
Comments: 13 pages, 5 figures. Submission for possible publication
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Networking and Internet Architecture (cs.NI)
[623]  arXiv:2405.11326 [pdf, other]
Title: On the Trajectory Regularity of ODE-based Diffusion Sampling
Authors: Defang Chen, Zhenyu Zhou, Can Wang, Chunhua Shen, Siwei Lyu
Comments: ICML 2024, 30 pages
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV)
[624]  arXiv:2405.11320 [pdf, other]
Title: Sampling Strategies for Mitigating Bias in Face Synthesis Methods
Authors: Emmanouil Maragkoudakis, Symeon Papadopoulos, Iraklis Varlamis, Christos Diou
Comments: Accepted to the BIAS 2023 ECML-PKDD Workshop
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV)
[625]  arXiv:2405.11318 [pdf, other]
Title: Smooth Kolmogorov Arnold networks enabling structural knowledge representation
Authors: Moein E. Samadi, Younes Müller, Andreas Schuppert
Subjects: Machine Learning (cs.LG); Disordered Systems and Neural Networks (cond-mat.dis-nn); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[626]  arXiv:2405.11311 [pdf, ps, other]
Title: A Dual Power Grid Cascading Failure Model for the Vulnerability Analysis
Authors: Tianxin Zhou, Xiang Li, Haibing Lu
Subjects: Machine Learning (cs.LG); Emerging Technologies (cs.ET)
[627]  arXiv:2405.11280 [pdf, other]
Title: Joint Analysis of Single-Cell Data across Cohorts with Missing Modalities
Authors: Marianne Arriola, Weishen Pan, Manqi Zhou, Qiannan Zhang, Chang Su, Fei Wang
Comments: 10 pages, 7 figures, 5 tables
Subjects: Machine Learning (cs.LG)
[628]  arXiv:2405.11275 [pdf, other]
Title: Predicting and Explaining Hearing Aid Usage Using Encoder-Decoder with Attention Mechanism and SHAP
Authors: Qiqi Su, Eleftheria Iliadou
Journal-ref: In 16th SITIS, pp. 308-315. IEEE, 2022
Subjects: Machine Learning (cs.LG)
[629]  arXiv:2405.11238 [pdf, other]
Title: SimAD: A Simple Dissimilarity-based Approach for Time Series Anomaly Detection
Authors: Zhijie Zhong, Zhiwen Yu, Xing Xi, Yue Xu, Jiahui Chen, Kaixiang Yang
Comments: 18 pages, 12 figures,7 tables, Under review
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[630]  arXiv:2405.11230 [pdf, other]
Title: OTLP: Output Thresholding Using Mixed Integer Linear Programming
Authors: Baran Koseoglu, Luca Traverso, Mohammed Topiwalla, Egor Kraev, Zoltan Szopory
Comments: 15 pages, 8 figures
Subjects: Machine Learning (cs.LG)
[631]  arXiv:2405.11226 [pdf, ps, other]
Title: The Power of Active Multi-Task Learning in Reinforcement Learning from Human Feedback
Authors: Ruitao Chen, Liwei Wang
Subjects: Machine Learning (cs.LG)
[632]  arXiv:2405.11206 [pdf, other]
Title: Towards Robust Policy: Enhancing Offline Reinforcement Learning with Adversarial Attacks and Defenses
Authors: Thanh Nguyen, Tung M. Luu, Tri Ton, Chang D. Yoo
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Robotics (cs.RO)
[633]  arXiv:2405.11204 [pdf, other]
Title: Learning from Imperfect Human Feedback: a Tale from Corruption-Robust Dueling
Authors: Yuwei Cheng, Fan Yao, Xuefeng Liu, Haifeng Xu
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[634]  arXiv:2405.11195 [pdf, other]
Title: Trustworthy Actionable Perturbations
Authors: Jesse Friedbaum, Sudarshan Adiga, Ravi Tandon
Comments: Accepted at the 41st International Conference on Machine Learning (ICML) 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Information Theory (cs.IT)
[635]  arXiv:2405.11188 [pdf, other]
Title: Wind Power Prediction across Different Locations using Deep Domain Adaptive Learning
Authors: Md Saiful Islam Sajol, Md Shazid Islam, A S M Jahid Hasan, Md Saydur Rahman, Jubair Yusuf
Subjects: Machine Learning (cs.LG)
[636]  arXiv:2405.11171 [pdf, other]
Title: Graph Feedback Bandits with Similar Arms
Authors: Han Qi, Guo Fei, Li Zhu
Subjects: Machine Learning (cs.LG)
[637]  arXiv:2405.11157 [pdf, other]
Title: Towards Modular LLMs by Building and Reusing a Library of LoRAs
Authors: Oleksiy Ostapenko, Zhan Su, Edoardo Maria Ponti, Laurent Charlin, Nicolas Le Roux, Matheus Pereira, Lucas Caccia, Alessandro Sordoni
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[638]  arXiv:2405.11124 [pdf, other]
Title: AdaWaveNet: Adaptive Wavelet Network for Time Series Analysis
Authors: Han Yu, Peikun Guo, Akane Sano
Subjects: Machine Learning (cs.LG)
[639]  arXiv:2405.11095 [pdf, other]
Title: Flattened one-bit stochastic gradient descent: compressed distributed optimization with controlled variance
Authors: Alexander Stollenwerk, Laurent Jacques
Comments: 20 pages
Subjects: Machine Learning (cs.LG); Numerical Analysis (math.NA); Optimization and Control (math.OC)
[640]  arXiv:2405.11059 [pdf, other]
Title: Frugal Algorithm Selection
Authors: Erdem Kuş, Özgür Akgün, Nguyen Dang, Ian Miguel
Comments: 7 pages + references + appendix
Subjects: Machine Learning (cs.LG)
[641]  arXiv:2405.11034 [pdf, other]
Title: Safety in Graph Machine Learning: Threats and Safeguards
Authors: Song Wang, Yushun Dong, Binchi Zhang, Zihan Chen, Xingbo Fu, Yinhan He, Cong Shen, Chuxu Zhang, Nitesh V. Chawla, Jundong Li
Comments: 20 pages
Subjects: Machine Learning (cs.LG)
[642]  arXiv:2405.11029 [pdf, other]
Title: Generative Artificial Intelligence: A Systematic Review and Applications
Authors: Sandeep Singh Sengar, Affan Bin Hasan, Sanjay Kumar, Fiona Carroll
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[643]  arXiv:2405.11024 [pdf, other]
Title: GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selection
Authors: Zhanguang Zhang, Didier Chetelat, Joseph Cotnareanu, Amur Ghose, Wenyi Xiao, Hui-Ling Zhen, Yingxue Zhang, Jianye Hao, Mark Coates, Mingxuan Yuan
Comments: Accepted by KDD 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[644]  arXiv:2405.11013 [pdf, other]
Title: ARDDQN: Attention Recurrent Double Deep Q-Network for UAV Coverage Path Planning and Data Harvesting
Authors: Praveen Kumar, Priyadarshni, Rajiv Misra
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[645]  arXiv:2405.11008 [pdf, ps, other]
Title: A Systematic Review and Meta-Analysis on Sleep Stage Classification and Sleep Disorder Detection Using Artificial Intelligence
Authors: Tayab Uddin Wara, Ababil Hossain Fahad, Adri Shankar Das, Md. Mehedi Hasan Shawon
Comments: 40 pages, 11 Figures, 8 Tables
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[646]  arXiv:2405.11007 [pdf, other]
Title: Generative modeling of Sparse Approximate Inverse Preconditioners
Authors: Mou Li, He Wang, Peter K. Jimack
Comments: 15 pages, 8 figures, International conference on Computational Science
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[647]  arXiv:2405.11002 [pdf, other]
Title: Large Language Models in Wireless Application Design: In-Context Learning-enhanced Automatic Network Intrusion Detection
Authors: Han Zhang, Akram Bin Sediq, Ali Afana, Melike Erol-Kantarci
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)
[648]  arXiv:2405.10999 [pdf, other]
Title: Large Language Models for Tuning Evolution Strategies
Authors: Oliver Kramer
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Neural and Evolutionary Computing (cs.NE)
[649]  arXiv:2405.10995 [pdf, other]
Title: Physics-incorporated Graph Neural Network for Multivariate Time Series Imputation
Authors: Guojun Liang, Prayag Tiwari, Slawomir Nowaczyk, Stefan Byttner
Comments: 18 pages, 7 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[650]  arXiv:2405.10992 [pdf, other]
Title: Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System
Authors: Chen Chen, Ruizhe Li, Yuchen Hu, Yuanyuan Chen, Chengwei Qin, Qiang Zhang
Comments: ACL 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
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