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Machine Learning

Authors and titles for recent submissions

[ total of 639 entries: 1-10 | 11-20 | 21-30 | 31-40 | ... | 631-639 ]
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Fri, 3 May 2024 (showing first 10 of 163 entries)

[1]  arXiv:2405.01534 [pdf, other]
Title: Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks
Authors: Murtaza Dalal, Tarun Chiruvolu, Devendra Chaplot, Ruslan Salakhutdinov
Comments: Published at ICLR 2024. Website at this https URL 9 pages, 3 figures, 3 tables; 14 pages appendix (7 additional figures)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Robotics (cs.RO)
[2]  arXiv:2405.01531 [pdf, other]
Title: Improving Intervention Efficacy via Concept Realignment in Concept Bottleneck Models
Authors: Nishad Singhi, Jae Myung Kim, Karsten Roth, Zeynep Akata
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[3]  arXiv:2405.01524 [pdf, other]
Title: A separability-based approach to quantifying generalization: which layer is best?
Authors: Luciano Dyballa, Evan Gerritz, Steven W. Zucker
Comments: 6, pages, 5 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[4]  arXiv:2405.01507 [pdf, other]
Title: Accelerating Convergence in Bayesian Few-Shot Classification
Authors: Tianjun Ke, Haoqun Cao, Feng Zhou
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[5]  arXiv:2405.01488 [pdf, other]
Title: Digital Twin Generators for Disease Modeling
Authors: Nameyeh Alam, Jake Basilico, Daniele Bertolini, Satish Casie Chetty, Heather D'Angelo, Ryan Douglas, Charles K. Fisher, Franklin Fuller, Melissa Gomes, Rishabh Gupta, Alex Lang, Anton Loukianov, Rachel Mak-McCully, Cary Murray, Hanalei Pham, Susanna Qiao, Elena Ryapolova-Webb, Aaron Smith, Dimitri Theoharatos, Anil Tolwani, Eric W. Tramel, Anna Vidovszky, Judy Viduya, Jonathan R. Walsh
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[6]  arXiv:2405.01480 [pdf, other]
Title: Common pitfalls to avoid while using multiobjective optimization in machine learning
Authors: Junaid Akhter, Paul David Fährmann, Konstantin Sonntag, Sebastian Peitz
Comments: 21 pages, 12 figures
Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC)
[7]  arXiv:2405.01468 [pdf, other]
Title: Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models
Authors: Yifei Ming, Yixuan Li
Comments: The paper is accepted at ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[8]  arXiv:2405.01462 [pdf, other]
Title: Uncertainty for Active Learning on Graphs
Authors: Dominik Fuchsgruber, Tom Wollschläger, Bertrand Charpentier, Antonio Oroz, Stephan Günnemann
Subjects: Machine Learning (cs.LG)
[9]  arXiv:2405.01451 [pdf, other]
Title: Test-time Assessment of a Model's Performance on Unseen Domains via Optimal Transport
Authors: Akshay Mehra, Yunbei Zhang, Jihun Hamm
Subjects: Machine Learning (cs.LG)
[10]  arXiv:2405.01389 [pdf, other]
Title: Invariant Risk Minimization Is A Total Variation Model
Authors: Zhao-Rong Lai, Wei-Wen Wang
Subjects: Machine Learning (cs.LG)
[ total of 639 entries: 1-10 | 11-20 | 21-30 | 31-40 | ... | 631-639 ]
[ showing 10 entries per page: fewer | more | all ]

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