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Machine Learning

Authors and titles for recent submissions, skipping first 50

[ total of 639 entries: 1-25 | 26-50 | 51-75 | 76-100 | 101-125 | 126-150 | ... | 626-639 ]
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Fri, 3 May 2024 (continued, showing 25 of 163 entries)

[51]  arXiv:2405.00985 [pdf, other]
Title: Progressive Feedforward Collapse of ResNet Training
Authors: Sicong Wang, Kuo Gai, Shihua Zhang
Comments: 14 pages, 5 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Optimization and Control (math.OC); Statistics Theory (math.ST)
[52]  arXiv:2405.00984 [pdf, other]
Title: FREE: Faster and Better Data-Free Meta-Learning
Authors: Yongxian Wei, Zixuan Hu, Zhenyi Wang, Li Shen, Chun Yuan, Dacheng Tao
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV)
[53]  arXiv:2405.00965 [pdf, other]
Title: Robust Decentralized Learning with Local Updates and Gradient Tracking
Authors: Sajjad Ghiasvand, Amirhossein Reisizadeh, Mahnoosh Alizadeh, Ramtin Pedarsani
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[54]  arXiv:2405.00958 [pdf, other]
Title: Generative manufacturing systems using diffusion models and ChatGPT
Authors: Xingyu Li, Fei Tao, Wei Ye, Aydin Nassehi, John W. Sutherland
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Systems and Control (eess.SY)
[55]  arXiv:2405.00957 [pdf, other]
Title: IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors
Authors: Shenghe Zheng, Hongzhi Wang, Xianglong Liu
Comments: 18 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Social and Information Networks (cs.SI)
[56]  arXiv:2405.00955 [pdf, other]
Title: Recovering Labels from Local Updates in Federated Learning
Authors: Huancheng Chen, Haris Vikalo
Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR)
[57]  arXiv:2405.00950 [pdf, other]
Title: Provably Efficient Reinforcement Learning for Adversarial Restless Multi-Armed Bandits with Unknown Transitions and Bandit Feedback
Authors: Guojun Xiong, Jian Li
Comments: Accepted by ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[58]  arXiv:2405.00949 [pdf, other]
Title: The Role of Model Architecture and Scale in Predicting Molecular Properties: Insights from Fine-Tuning RoBERTa, BART, and LLaMA
Authors: Lee Youngmin, Lang S.I.D. Andrew, Cai Duoduo, Wheat R. Stephen
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Chemical Physics (physics.chem-ph); Biomolecules (q-bio.BM)
[59]  arXiv:2405.00946 [pdf, other]
Title: SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters
Authors: Shengsheng Lin, Weiwei Lin, Wentai Wu, Haojun Chen, Junjie Yang
Subjects: Machine Learning (cs.LG)
[60]  arXiv:2405.00937 [pdf, ps, other]
Title: New bounds on the cohesion of complete-link and other linkage methods for agglomeration clustering
Authors: Sanjoy Dasgupta, Eduardo Laber
Subjects: Machine Learning (cs.LG); Data Structures and Algorithms (cs.DS); Machine Learning (stat.ML)
[61]  arXiv:2405.00922 [pdf, other]
Title: MTDT: A Multi-Task Deep Learning Digital Twin
Authors: Nooshin Yousefzadeh, Rahul Sengupta, Yashaswi Karnati, Anand Rangarajan, Sanjay Ranka
Comments: 8 pages, 2 figures, 4 tables
Subjects: Machine Learning (cs.LG)
[62]  arXiv:2405.00910 [pdf, other]
Title: De-Biasing Models of Biased Decisions: A Comparison of Methods Using Mortgage Application Data
Authors: Nicholas Tenev
Subjects: Machine Learning (cs.LG); Computers and Society (cs.CY); Econometrics (econ.EM)
[63]  arXiv:2405.00909 [pdf, other]
Title: Quantum Federated Learning Experiments in the Cloud with Data Encoding
Authors: Shiva Raj Pokhrel, Naman Yash, Jonathan Kua, Gang Li, Lei Pan
Comments: SIGCOMM 2024, Quantum Computing, Federated Learning, Qiskit
Subjects: Machine Learning (cs.LG); Emerging Technologies (cs.ET); Quantum Physics (quant-ph)
[64]  arXiv:2405.00902 [pdf, ps, other]
Title: MESA: Cooperative Meta-Exploration in Multi-Agent Learning through Exploiting State-Action Space Structure
Authors: Zhicheng Zhang, Yancheng Liang, Yi Wu, Fei Fang
Comments: Accepted to AAMAS 2024. 15 pages
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Multiagent Systems (cs.MA)
[65]  arXiv:2405.00885 [pdf, other]
Title: WHALE-FL: Wireless and Heterogeneity Aware Latency Efficient Federated Learning over Mobile Devices via Adaptive Subnetwork Scheduling
Authors: Huai-an Su, Jiaxiang Geng, Liang Li, Xiaoqi Qin, Yanzhao Hou, Xin Fu, Miao Pan
Subjects: Machine Learning (cs.LG); Networking and Internet Architecture (cs.NI); Image and Video Processing (eess.IV)
[66]  arXiv:2405.00879 [pdf, other]
Title: Machine Learning Techniques for Data Reduction of Climate Applications
Authors: Xiao Li, Qian Gong, Jaemoon Lee, Scott Klasky, Anand Rangarajan, Sanjay Ranka
Comments: 7 pages. arXiv admin note: text overlap with arXiv:2404.18063
Subjects: Machine Learning (cs.LG); Atmospheric and Oceanic Physics (physics.ao-ph)
[67]  arXiv:2405.00877 [pdf, other]
Title: Markov flow policy -- deep MC
Authors: Nitsan Soffair, Gilad Katz
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[68]  arXiv:2405.00853 [pdf, ps, other]
Title: Efficient Algorithms for Learning Monophonic Halfspaces in Graphs
Authors: Marco Bressan, Emmanuel Esposito, Maximilian Thiessen
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[69]  arXiv:2405.00839 [pdf, other]
Title: Communication-Efficient Training Workload Balancing for Decentralized Multi-Agent Learning
Authors: Seyed Mahmoud Sajjadi Mohammadabadi, Lei Yang, Feng Yan, Junshan Zhang
Comments: This paper has been accepted for presentation at ICDCS (44th IEEE International Conference on Distributed Computing Systems). Keywords: decentralized multi-agent learning, federated learning, edge computing, heterogeneous agents, workload balancing, and communication-efficient training )
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC); Multiagent Systems (cs.MA); Performance (cs.PF)
[70]  arXiv:2405.00837 [pdf, other]
Title: Locality Regularized Reconstruction: Structured Sparsity and Delaunay Triangulations
Authors: Marshall Mueller, James M. Murphy, Abiy Tasissa
Comments: 26 pages, 8 figures
Subjects: Machine Learning (cs.LG); Signal Processing (eess.SP); Optimization and Control (math.OC); Machine Learning (stat.ML)
[71]  arXiv:2405.00819 [pdf, other]
Title: ICU Bloodstream Infection Prediction: A Transformer-Based Approach for EHR Analysis
Authors: Ortal Hirszowicz, Dvir Aran
Subjects: Machine Learning (cs.LG)
[72]  arXiv:2405.00792 [pdf, other]
Title: Error Exponent in Agnostic PAC Learning
Authors: Adi Hendel, Meir Feder
Comments: paper with appendix to accepted ISIT2024 paper with the same name
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[73]  arXiv:2405.00747 [pdf, other]
Title: Soft Preference Optimization: Aligning Language Models to Expert Distributions
Authors: Arsalan Sharifnassab, Sina Ghiassian, Saber Salehkaleybar, Surya Kanoria, Dale Schuurmans
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[74]  arXiv:2405.00746 [pdf, other]
Title: Leveraging Sub-Optimal Data for Human-in-the-Loop Reinforcement Learning
Authors: Calarina Muslimani, Matthew E. Taylor
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Robotics (cs.RO)
[75]  arXiv:2405.00743 [pdf, other]
Title: On the weight dynamics of learning networks
Authors: Nahal Sharafi, Christoph Martin, Sarah Hallerberg
Subjects: Machine Learning (cs.LG); Chaotic Dynamics (nlin.CD)
[ total of 639 entries: 1-25 | 26-50 | 51-75 | 76-100 | 101-125 | 126-150 | ... | 626-639 ]
[ showing 25 entries per page: fewer | more | all ]

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