Machine Learning

Authors and titles for recent submissions, skipping first 625

• Mon, 6 May 2024
• Fri, 3 May 2024
• Thu, 2 May 2024
• Wed, 1 May 2024
• Tue, 30 Apr 2024

Tue, 30 Apr 2024 (continued, showing 25 of 184 entries)

[626]  arXiv:2404.17714 (cross-list from cs.DS) [pdf, other]

Title: Lower Bounds for Private Estimation of Gaussian Covariance Matrices under All Reasonable Parameter Regimes

Authors: Victor S. Portella, Nick Harvey

Comments: 27 pages, preprint

Subjects: Data Structures and Algorithms (cs.DS); Cryptography and Security (cs.CR); Machine Learning (cs.LG); Machine Learning (stat.ML)

[627]  arXiv:2404.17709 (cross-list from stat.ML) [pdf, other]

Title: Low-rank Matrix Bandits with Heavy-tailed Rewards

Authors: Yue Kang, Cho-Jui Hsieh, Thomas C. M. Lee

Comments: The 40th Conference on Uncertainty in Artificial Intelligence (UAI 2024)

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)

[628]  arXiv:2404.17704 (cross-list from eess.IV) [pdf, other]

Title: SPLICE -- Streamlining Digital Pathology Image Processing

Authors: Areej Alsaafin, Peyman Nejat, Abubakr Shafique, Jibran Khan, Saghir Alfasly, Ghazal Alabtah, H.R.Tizhoosh

Comments: Under review for publication

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

[629]  arXiv:2404.17701 (cross-list from cs.AR) [pdf, other]

Title: Embedded FPGA Developments in 130nm and 28nm CMOS for Machine Learning in Particle Detector Readout

Authors: Julia Gonski, Aseem Gupta, Haoyi Jia, Hyunjoon Kim, Lorenzo Rota, Larry Ruckman, Angelo Dragone, Ryan Herbst

Comments: 15 pages, 12 figures

Subjects: Hardware Architecture (cs.AR); Machine Learning (cs.LG); Instrumentation and Detectors (physics.ins-det)

[630]  arXiv:2404.17684 (cross-list from cs.RO) [pdf, other]

Title: Generalize by Touching: Tactile Ensemble Skill Transfer for Robotic Furniture Assembly

Authors: Haohong Lin, Radu Corcodel, Ding Zhao

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

[631]  arXiv:2404.17683 (cross-list from math.OC) [pdf, other]

Title: Energy Storage Arbitrage in Two-settlement Markets: A Transformer-Based Approach

Authors: Saud Alghumayjan, Jiajun Han, Ningkun Zheng, Ming Yi, Bolun Xu

Subjects: Optimization and Control (math.OC); Computer Science and Game Theory (cs.GT); Machine Learning (cs.LG); Systems and Control (eess.SY)

[632]  arXiv:2404.17670 (cross-list from eess.IV) [pdf, other]

Title: Federated Learning for Blind Image Super-Resolution

Authors: Brian B. Moser, Ahmed Anwar, Federico Raue, Stanislav Frolov, Andreas Dengel

Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Emerging Technologies (cs.ET); Machine Learning (cs.LG)

[633]  arXiv:2404.17667 (cross-list from eess.SP) [pdf, other]

Title: SiamQuality: A ConvNet-Based Foundation Model for Imperfect Physiological Signals

Authors: Cheng Ding, Zhicheng Guo, Zhaoliang Chen, Randall J Lee, Cynthia Rudin, Xiao Hu

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

[634]  arXiv:2404.17652 (cross-list from physics.ao-ph) [pdf, other]

Title: Validating Deep-Learning Weather Forecast Models on Recent High-Impact Extreme Events

Authors: Olivier C. Pasche, Jonathan Wider, Zhongwei Zhang, Jakob Zscheischler, Sebastian Engelke

Comments: 37 pages, 20 figures

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph); Machine Learning (cs.LG)

[635]  arXiv:2404.17645 (cross-list from cs.CE) [pdf, other]

Title: Técnicas Quantum-Inspired en Tensor Networks para Contextos Industriales

Authors: Alejandro Mata Ali, Iñigo Perez Delgado, Aitor Moreno Fdez. de Leceta

Comments: 10 pages, in Spanish language, 5 figures

Subjects: Computational Engineering, Finance, and Science (cs.CE); Emerging Technologies (cs.ET); Machine Learning (cs.LG); Quantum Physics (quant-ph)

[636]  arXiv:2404.17644 (cross-list from stat.ML) [pdf, other]

Title: A Conditional Independence Test in the Presence of Discretization

Authors: Boyang Sun, Yu Yao, Huangyuan Hao, Yumou Qiu, Kun Zhang

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

[637]  arXiv:2404.17621 (cross-list from eess.IV) [pdf, other]

Title: Attention-aware non-rigid image registration for accelerated MR imaging

Authors: Aya Ghoul, Jiazhen Pan, Andreas Lingg, Jens Kübler, Patrick Krumm, Kerstin Hammernik, Daniel Rueckert, Sergios Gatidis, Thomas Küstner

Comments: 14 pages, 7 figures

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

[638]  arXiv:2404.17617 (cross-list from cs.CR) [pdf, other]

Title: Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning

Authors: Tao Liu, Yuhang Zhang, Zhu Feng, Zhiqin Yang, Chen Xu, Dapeng Man, Wu Yang

Journal-ref: Proceedings of the AAAI Conference on Artificial Intelligence. 2024, 38(19): 21359-21367

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

[639]  arXiv:2404.17615 (cross-list from stat.ME) [pdf, ps, other]

Title: DeepVARMA: A Hybrid Deep Learning and VARMA Model for Chemical Industry Index Forecasting

Authors: Xiang Li, Hu Yang

Subjects: Methodology (stat.ME); Machine Learning (cs.LG); Computation (stat.CO); Machine Learning (stat.ML)

[640]  arXiv:2404.17613 (cross-list from quant-ph) [pdf, other]

Title: Quantum Patch-Based Autoencoder for Anomaly Segmentation

Authors: Maria Francisca Madeira, Alessandro Poggiali, Jeanette Miriam Lorenz

Subjects: Quantum Physics (quant-ph); Machine Learning (cs.LG)

[641]  arXiv:2404.17611 (cross-list from physics.ao-ph) [pdf, ps, other]

Title: MetaSD: A Unified Framework for Scalable Downscaling of Meteorological Variables in Diverse Situations

Authors: Jing Hu, Honghu Zhang, Peng Zheng, Jialin Mu, Xiaomeng Huang, Xi Wu

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[642]  arXiv:2404.17608 (cross-list from cs.SD) [pdf, ps, other]

Title: Synthesizing Audio from Silent Video using Sequence to Sequence Modeling

Authors: Hugo Garrido-Lestache Belinchon, Helina Mulugeta, Adam Haile

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

[643]  arXiv:2404.17607 (cross-list from cs.IR) [pdf, other]

Title: Utilizing Large Language Models to Identify Reddit Users Considering Vaping Cessation for Digital Interventions

Authors: Sai Krishna Revanth Vuruma, Dezhi Wu, Saborny Sen Gupta, Lucas Aust, Valerie Lookingbill, Caleb Henry, Yang Ren, Erin Kasson, Li-Shiun Chen, Patricia Cavazos-Rehg, Dian Hu, Ming Huang

Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Social and Information Networks (cs.SI)

[644]  arXiv:2404.17606 (cross-list from cs.IR) [pdf, other]

Title: SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings

Authors: Kang Liu

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

[645]  arXiv:2404.17601 (cross-list from q-bio.PE) [pdf, ps, other]

Title: Nested Inheritance Dynamics

Authors: Bahman Moraffah

Subjects: Populations and Evolution (q-bio.PE); Machine Learning (cs.LG)

[646]  arXiv:2404.17598 (cross-list from cs.IR) [pdf, other]

Title: Revealing and Utilizing In-group Favoritism for Graph-based Collaborative Filtering

Authors: Hoin Jung, Hyunsoo Cho, Myungje Choi, Joowon Lee, Jung Ho Park, Myungjoo Kang

Comments: 7 pages, 6 figures

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

[647]  arXiv:2404.17592 (cross-list from cs.IR) [pdf, other]

Title: Low-Rank Online Dynamic Assortment with Dual Contextual Information

Authors: Seong Jin Lee, Will Wei Sun, Yufeng Liu

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

[648]  arXiv:2404.17591 (cross-list from cs.IR) [pdf, other]

Title: Large Language Models for Next Point-of-Interest Recommendation

Authors: Peibo Li, Maarten de Rijke, Hao Xue, Shuang Ao, Yang Song, Flora D. Salim

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

[649]  arXiv:2404.17589 (cross-list from cs.IR) [pdf, ps, other]

Title: An Off-Policy Reinforcement Learning Algorithm Customized for Multi-Task Fusion in Large-Scale Recommender Systems

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

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

[650]  arXiv:2404.17585 (cross-list from cs.HC) [pdf, other]

Title: NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG

Authors: Cheol-Hui Lee, Hakseung Kim, Hyun-jee Han, Min-Kyung Jung, Byung C. Yoon, Dong-Joo Kim

Comments: 14 pages, 4 figures

Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Signal Processing (eess.SP)

• Mon, 6 May 2024
• Fri, 3 May 2024
• Thu, 2 May 2024
• Wed, 1 May 2024
• Tue, 30 Apr 2024