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Machine Learning

Authors and titles for recent submissions, skipping first 30

[ total of 607 entries: 1-10 | 11-20 | 21-30 | 31-40 | 41-50 | 51-60 | 61-70 | ... | 601-607 ]
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Fri, 17 May 2024 (continued, showing 10 of 112 entries)

[31]  arXiv:2405.09820 [pdf, other]
Title: Densely Distilling Cumulative Knowledge for Continual Learning
Authors: Zenglin Shi, Pei Liu, Tong Su, Yunpeng Wu, Kuien Liu, Yu Song, Meng Wang
Comments: 12 pages; Continual Leanrning; Class-incremental Learning; Knowledge Distillation; Forgetting
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV)
[32]  arXiv:2405.09817 [pdf, other]
Title: Active Learning with Fully Bayesian Neural Networks for Discontinuous and Nonstationary Data
Authors: Maxim Ziatdinov
Subjects: Machine Learning (cs.LG); Data Analysis, Statistics and Probability (physics.data-an)
[33]  arXiv:2405.09800 [pdf, other]
Title: Manifold Integrated Gradients: Riemannian Geometry for Feature Attribution
Authors: Eslam Zaher, Maciej Trzaskowski, Quan Nguyen, Fred Roosta
Comments: Accepted at ICML 2024
Subjects: Machine Learning (cs.LG); Human-Computer Interaction (cs.HC); Differential Geometry (math.DG)
[34]  arXiv:2405.09798 [pdf, other]
Title: Many-Shot In-Context Learning in Multimodal Foundation Models
Authors: Yixing Jiang, Jeremy Irvin, Ji Hun Wang, Muhammad Ahmed Chaudhry, Jonathan H. Chen, Andrew Y. Ng
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[35]  arXiv:2405.09786 [pdf, other]
Title: IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency
Authors: Linshan Hou, Ruili Feng, Zhongyun Hua, Wei Luo, Leo Yu Zhang, Yiming Li
Comments: Accepted to ICML 2024, 29 pages
Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR)
[36]  arXiv:2405.09784 [pdf, other]
Title: Online bipartite matching with imperfect advice
Authors: Davin Choo, Themis Gouleakis, Chun Kai Ling, Arnab Bhattacharyya
Comments: Accepted into ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Data Structures and Algorithms (cs.DS); Machine Learning (stat.ML)
[37]  arXiv:2405.09783 [pdf, other]
Title: LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery
Authors: Pingchuan Ma, Tsun-Hsuan Wang, Minghao Guo, Zhiqing Sun, Joshua B. Tenenbaum, Daniela Rus, Chuang Gan, Wojciech Matusik
Comments: ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE)
[38]  arXiv:2405.09781 [pdf, other]
Title: An Independent Implementation of Quantum Machine Learning Algorithms in Qiskit for Genomic Data
Authors: Navneet Singh, Shiva Raj Pokhrel
Comments: 2 pager extended abstract
Journal-ref: SIGCOMM 2024, Sydney Australia
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[39]  arXiv:2405.09771 [pdf, other]
Title: Harmonizing Generalization and Personalization in Federated Prompt Learning
Authors: Tianyu Cui, Hongxia Li, Jingya Wang, Ye Shi
Subjects: Machine Learning (cs.LG)
[40]  arXiv:2405.09756 [pdf, other]
Title: An Autoencoder and Generative Adversarial Networks Approach for Multi-Omics Data Imbalanced Class Handling and Classification
Authors: Ibrahim Al-Hurani, Abedalrhman Alkhateeb, Salama Ikki
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Genomics (q-bio.GN)
[ total of 607 entries: 1-10 | 11-20 | 21-30 | 31-40 | 41-50 | 51-60 | 61-70 | ... | 601-607 ]
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