Machine Learning

Authors and titles for recent submissions, skipping first 625

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

Tue, 21 May 2024 (continued, showing 50 of 199 entries)

[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)

[651]  arXiv:2405.10991 [pdf, other]

Title: Relative Counterfactual Contrastive Learning for Mitigating Pretrained Stance Bias in Stance Detection

Authors: Jiarui Zhang, Shaojuan Wu, Xiaowang Zhang, Zhiyong Feng

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Methodology (stat.ME)

[652]  arXiv:2405.10989 [pdf, other]

Title: Learnable Privacy Neurons Localization in Language Models

Authors: Ruizhe Chen, Tianxiang Hu, Yang Feng, Zuozhu Liu

Comments: ACL 2024 main conference

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Cryptography and Security (cs.CR)

[653]  arXiv:2405.10988 [pdf, other]

Title: Flow Score Distillation for Diverse Text-to-3D Generation

Authors: Runjie Yan, Kailu Wu, Kaisheng Ma

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)

[654]  arXiv:2405.10987 [pdf, other]

Title: Manifold-based Incomplete Multi-view Clustering via Bi-Consistency Guidance

Authors: Huibing Wang, Mingze Yao, Yawei Chen, Yunqiu Xu, Haipeng Liu, Wei Jia, Xianping Fu, Yang Wang

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)

[655]  arXiv:2405.10976 [pdf, other]

Title: On Constructing Algorithm Portfolios in Algorithm Selection for Computationally Expensive Black-box Optimization in the Fixed-budget Setting

Authors: Takushi Yoshikawa, Ryoji Tanabe

Comments: Accepted for GECCO 2024 Workshop Industrial Applications of Metaheuristics

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)

[656]  arXiv:2405.10970 [pdf, other]

Title: Untargeted Adversarial Attack on Knowledge Graph Embeddings

Authors: Tianzhe Zhao, Jiaoyan Chen, Yanchi Ru, Qika Lin, Yuxia Geng, Jun Liu

Comments: Accepted by SIGIR 2024

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

[657]  arXiv:2405.12221 (cross-list from cs.CV) [pdf, other]

Title: Images that Sound: Composing Images and Sounds on a Single Canvas

Authors: Ziyang Chen, Daniel Geng, Andrew Owens

Comments: Project site: this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Multimedia (cs.MM); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[658]  arXiv:2405.12217 (cross-list from cs.CV) [pdf, other]

Title: Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning

Authors: Guanglin Zhou, Zhongyi Han, Shiming Chen, Biwei Huang, Liming Zhu, Salman Khan, Xin Gao, Lina Yao

Comments: 17 pages, 7 figures, 7 tables

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

[659]  arXiv:2405.12213 (cross-list from cs.RO) [pdf, other]

Title: Octo: An Open-Source Generalist Robot Policy

Authors: Octo Model Team, Dibya Ghosh, Homer Walke, Karl Pertsch, Kevin Black, Oier Mees, Sudeep Dasari, Joey Hejna, Tobias Kreiman, Charles Xu, Jianlan Luo, You Liang Tan, Pannag Sanketi, Quan Vuong, Ted Xiao, Dorsa Sadigh, Chelsea Finn, Sergey Levine

Comments: Project website: this https URL

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

[660]  arXiv:2405.12206 (cross-list from cs.CL) [pdf, other]

Title: Modeling citation worthiness by using attention-based bidirectional long short-term memory networks and interpretable models

Authors: Tong Zeng, Daniel E. Acuna

Journal-ref: Scientometrics 124, 399-428 (2020)

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

[661]  arXiv:2405.12205 (cross-list from cs.AI) [pdf, other]

Title: Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving

Authors: Aniket Didolkar, Anirudh Goyal, Nan Rosemary Ke, Siyuan Guo, Michal Valko, Timothy Lillicrap, Danilo Rezende, Yoshua Bengio, Michael Mozer, Sanjeev Arora

Comments: Preprint. Under review

Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[662]  arXiv:2405.12203 (cross-list from cs.IT) [pdf, other]

Title: Accelerating Relative Entropy Coding with Space Partitioning

Authors: Jiajun He, Gergely Flamich, José Miguel Hernández-Lobato

Comments: 28 pages, 9 figures

Subjects: Information Theory (cs.IT); Machine Learning (cs.LG)

[663]  arXiv:2405.12150 (cross-list from cs.CV) [pdf, other]

Title: Bangladeshi Native Vehicle Detection in Wild

Authors: Bipin Saha, Md. Johirul Islam, Shaikh Khaled Mostaque, Aditya Bhowmik, Tapodhir Karmakar Taton, Md. Nakib Hayat Chowdhury, Mamun Bin Ibne Reaz

Comments: 13 pages, 8 figures

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

[664]  arXiv:2405.12130 (cross-list from cs.CL) [pdf, other]

Title: MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Authors: Ting Jiang, Shaohan Huang, Shengyue Luo, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang, Deqing Wang, Fuzhen Zhuang

Comments: Work in Progress

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

[665]  arXiv:2405.12126 (cross-list from cs.CV) [pdf, other]

Title: Alzheimer's Magnetic Resonance Imaging Classification Using Deep and Meta-Learning Models

Authors: Nida Nasir, Muneeb Ahmed, Neda Afreen, Mustafa Sameer

Subjects: Computer Vision and Pattern Recognition (cs.CV); Emerging Technologies (cs.ET); Machine Learning (cs.LG); Multimedia (cs.MM)

[666]  arXiv:2405.12085 (cross-list from quant-ph) [pdf, other]

Title: Noise-tolerant learnability of shallow quantum circuits from statistics and the cost of quantum pseudorandomness

Authors: Chirag Wadhwa, Mina Doosti

Comments: 23+7 pages, 2 figures

Subjects: Quantum Physics (quant-ph); Computational Complexity (cs.CC); Cryptography and Security (cs.CR); Machine Learning (cs.LG)

[667]  arXiv:2405.12052 (cross-list from cs.DC) [pdf, other]

Title: Parallelization of the K-Means Algorithm with Applications to Big Data Clustering

Authors: Ashish Srivastava, Mohammed Nawfal

Comments: 7 Pages, 5 tables, 12 figures

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG)

[668]  arXiv:2405.12016 (cross-list from cs.GT) [pdf, other]

Title: Strategy-Proof Auctions through Conformal Prediction

Authors: Roy Maor Lotan, Inbal Talgam-Cohen, Yaniv Romano

Subjects: Computer Science and Game Theory (cs.GT); Machine Learning (cs.LG)

[669]  arXiv:2405.11955 (cross-list from physics.plasm-ph) [pdf, other]

Title: Shallow Recurrent Decoder for Reduced Order Modeling of Plasma Dynamics

Authors: J. Nathan Kutz, Maryam Reza, Farbod Faraji, Aaron Knoll

Comments: 12 pages, 7 figures

Subjects: Plasma Physics (physics.plasm-ph); Machine Learning (cs.LG); Pattern Formation and Solitons (nlin.PS); Computational Physics (physics.comp-ph)

[670]  arXiv:2405.11950 (cross-list from cs.CL) [pdf, other]

Title: WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles

Authors: Tabea M. G. Pakull, Hendrik Damm, Ahmad Idrissi-Yaghir, Henning Schäfer, Peter A. Horn, Christoph M. Friedrich

Comments: 4 pages, 6 figure, 3 tables, submitted to: BIONLP 2024 and Shared Tasks @ ACL 2024

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

[671]  arXiv:2405.11937 (cross-list from cs.CL) [pdf, other]

Title: Chasing COMET: Leveraging Minimum Bayes Risk Decoding for Self-Improving Machine Translation

Authors: Kamil Guttmann, Mikołaj Pokrywka, Adrian Charkiewicz, Artur Nowakowski

Comments: EAMT 2024

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

[672]  arXiv:2405.11932 (cross-list from cond-mat.stat-mech) [pdf, other]

Title: Nonequilbrium physics of generative diffusion models

Authors: Zhendong Yu, Haiping Huang

Comments: 33 pages, 9 figures, 30 refs

Subjects: Statistical Mechanics (cond-mat.stat-mech); Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (cs.LG)

[673]  arXiv:2405.11922 (cross-list from cs.SI) [pdf, other]

Title: Effective Clustering on Large Attributed Bipartite Graphs

Authors: Renchi Yang, Yidu Wu, Xiaoyang Lin, Qichen Wang, Tsz Nam Chan, Jieming Shi

Comments: The technical report for the paper was accepted to KDD 2024. 14 pages

Subjects: Social and Information Networks (cs.SI); Machine Learning (cs.LG)

[674]  arXiv:2405.11911 (cross-list from cs.AI) [pdf, other]

Title: PULL: PU-Learning-based Accurate Link Prediction

Authors: Junghun Kim, Ka Hyun Park, Hoyoung Yoon, U Kang

Comments: 11 pages

Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Social and Information Networks (cs.SI)

[675]  arXiv:2405.11877 (cross-list from cs.CL) [pdf, other]

Title: A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus

Authors: Eduard Poesina, Cornelia Caragea, Radu Tudor Ionescu

Comments: Accepted at ACL 2024 (Main)

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

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