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Machine Learning

Authors and titles for recent submissions, skipping first 387

[ total of 1248 entries: 1-25 | ... | 313-337 | 338-362 | 363-387 | 388-412 | 413-437 | 438-462 | 463-487 | ... | 1238-1248 ]
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Wed, 29 May 2024 (continued, showing 25 of 256 entries)

[388]  arXiv:2405.18376 [pdf, other]
Title: Empowering Source-Free Domain Adaptation with MLLM-driven Curriculum Learning
Authors: Dongjie Chen, Kartik Patwari, Zhengfeng Lai, Sen-ching Cheung, Chen-Nee Chuah
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV)
[389]  arXiv:2405.18353 [pdf, other]
Title: Simulating infinite-dimensional nonlinear diffusion bridges
Authors: Gefan Yang, Elizabeth Louise Baker, Michael L. Severinsen, Christy Anna Hipsley, Stefan Sommer
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[390]  arXiv:2405.18351 [pdf, other]
Title: Evaluating Bayesian deep learning for radio galaxy classification
Authors: Devina Mohan, Anna M. M. Scaife
Comments: Accepted to the 40th Conference on Uncertainty in Artificial Intelligence (UAI 2024)
Subjects: Machine Learning (cs.LG); Instrumentation and Methods for Astrophysics (astro-ph.IM)
[391]  arXiv:2405.18347 [pdf, other]
Title: Dataset Growth
Authors: Ziheng Qin, Zhaopan Xu, Yukun Zhou, Zangwei Zheng, Zebang Cheng, Hao Tang, Lei Shang, Baigui Sun, Xiaojiang Peng, Radu Timofte, Hongxun Yao, Kai Wang, Yang You
Subjects: Machine Learning (cs.LG)
[392]  arXiv:2405.18328 [pdf, other]
Title: Warm Start Marginal Likelihood Optimisation for Iterative Gaussian Processes
Authors: Jihao Andreas Lin, Shreyas Padhy, Bruno Mlodozeniec, José Miguel Hernández-Lobato
Comments: Advances in Approximate Bayesian Inference 2024
Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)
[393]  arXiv:2405.18314 [pdf, other]
Title: Deriving Causal Order from Single-Variable Interventions: Guarantees & Algorithm
Authors: Mathieu Chevalley, Patrick Schwab, Arash Mehrjou
Subjects: Machine Learning (cs.LG)
[394]  arXiv:2405.18311 [pdf, other]
Title: Deterministic and statistical calibration of constitutive models from full-field data with parametric physics-informed neural networks
Authors: David Anton, Jendrik-Alexander Tröger, Henning Wessels, Ulrich Römer, Alexander Henkes, Stefan Hartmann
Subjects: Machine Learning (cs.LG)
[395]  arXiv:2405.18296 [pdf, other]
Title: Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training
Authors: Anchit Jain, Rozhin Nobahari, Aristide Baratin, Stefano Sarao Mannelli
Subjects: Machine Learning (cs.LG); Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (stat.ML)
[396]  arXiv:2405.18293 [pdf, other]
Title: CF-OPT: Counterfactual Explanations for Structured Prediction
Authors: Germain Vivier--Ardisson, Alexandre Forel, Axel Parmentier, Thibaut Vidal
Subjects: Machine Learning (cs.LG)
[397]  arXiv:2405.18291 [pdf, other]
Title: FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning
Authors: Zihui Wang, Zheng Wang, Lingjuan Lyu, Zhaopeng Peng, Zhicheng Yang, Chenglu Wen, Rongshan Yu, Cheng Wang, Xiaoliang Fan
Comments: Accepted by KDD'24
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)
[398]  arXiv:2405.18289 [pdf, other]
Title: Highway Reinforcement Learning
Authors: Yuhui Wang, Miroslav Strupl, Francesco Faccio, Qingyuan Wu, Haozhe Liu, Michał Grudzień, Xiaoyang Tan, Jürgen Schmidhuber
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[399]  arXiv:2405.18281 [pdf, other]
Title: MODL: Multilearner Online Deep Learning
Authors: Antonios Valkanas, Boris N. Oreshkin, Mark Coates
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[400]  arXiv:2405.18253 [pdf, other]
Title: Truthful Dataset Valuation by Pointwise Mutual Information
Authors: Shuran Zheng, Yongchan Kwon, Xuan Qi, James Zou
Subjects: Machine Learning (cs.LG); Computer Science and Game Theory (cs.GT)
[401]  arXiv:2405.18237 [pdf, other]
Title: Unveiling the Cycloid Trajectory of EM Iterations in Mixed Linear Regression
Authors: Zhankun Luo, Abolfazl Hashemi
Subjects: Machine Learning (cs.LG); Statistics Theory (math.ST); Machine Learning (stat.ML)
[402]  arXiv:2405.18222 [pdf, other]
Title: From Learning to Optimize to Learning Optimization Algorithms
Authors: Camille Castera, Peter Ochs
Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC)
[403]  arXiv:2405.18218 [pdf, other]
Title: FinerCut: Finer-grained Interpretable Layer Pruning for Large Language Models
Authors: Yang Zhang, Yawei Li, Xinpeng Wang, Qianli Shen, Barbara Plank, Bernd Bischl, Mina Rezaei, Kenji Kawaguchi
Comments: 22 pages
Subjects: Machine Learning (cs.LG)
[404]  arXiv:2405.18217 [pdf, other]
Title: Understanding Inter-Concept Relationships in Concept-Based Models
Authors: Naveen Raman, Mateo Espinosa Zarlenga, Mateja Jamnik
Comments: Accepted at ICML 2024
Subjects: Machine Learning (cs.LG)
[405]  arXiv:2405.18206 [pdf, other]
Title: Multi-CATE: Multi-Accurate Conditional Average Treatment Effect Estimation Robust to Unknown Covariate Shifts
Authors: Christoph Kern, Michael Kim, Angela Zhou
Subjects: Machine Learning (cs.LG); Methodology (stat.ME); Machine Learning (stat.ML)
[406]  arXiv:2405.18202 [pdf, other]
Title: IM-Context: In-Context Learning for Imbalanced Regression Tasks
Authors: Ismail Nejjar, Faez Ahmed, Olga Fink
Subjects: Machine Learning (cs.LG)
[407]  arXiv:2405.18199 [pdf, ps, other]
Title: Adam with model exponential moving average is effective for nonconvex optimization
Authors: Kwangjun Ahn, Ashok Cutkosky
Comments: Comments would be appreciated!
Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC)
[408]  arXiv:2405.18194 [pdf, other]
Title: Delving into Differentially Private Transformer
Authors: Youlong Ding, Xueyang Wu, Yining Meng, Yonggang Luo, Hao Wang, Weike Pan
Comments: ICML 2024
Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR)
[409]  arXiv:2405.18193 [pdf, other]
Title: In-Context Symmetries: Self-Supervised Learning through Contextual World Models
Authors: Sharut Gupta, Chenyu Wang, Yifei Wang, Tommi Jaakkola, Stefanie Jegelka
Comments: 32 pages, 24 tables and 11 figures
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV)
[410]  arXiv:2405.18190 [pdf, other]
Title: Mutation-Bias Learning in Games
Authors: Johann Bauer, Sheldon West, Eduardo Alonso, Mark Broom
Subjects: Machine Learning (cs.LG); Multiagent Systems (cs.MA); Dynamical Systems (math.DS); Optimization and Control (math.OC); Populations and Evolution (q-bio.PE)
[411]  arXiv:2405.18187 [pdf, other]
Title: AlignIQL: Policy Alignment in Implicit Q-Learning through Constrained Optimization
Authors: Longxiang He, Li Shen, Junbo Tan, Xueqian Wang
Comments: 19 pages, 3 figures, 4 tables
Subjects: Machine Learning (cs.LG)
[412]  arXiv:2405.18165 [pdf, other]
Title: Time Series Representation Models
Authors: Robert Leppich, Vanessa Borst, Veronika Lesch, Samuel Kounev
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI)
[ total of 1248 entries: 1-25 | ... | 313-337 | 338-362 | 363-387 | 388-412 | 413-437 | 438-462 | 463-487 | ... | 1238-1248 ]
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