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Machine Learning

Authors and titles for recent submissions, skipping first 362

[ total of 1248 entries: 1-50 | ... | 213-262 | 263-312 | 313-362 | 363-412 | 413-462 | 463-512 | 513-562 | ... | 1213-1248 ]
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Thu, 30 May 2024 (continued, showing last 17 of 198 entries)

[363]  arXiv:2405.18580 (cross-list from cs.AI) [pdf, other]
Title: Artificial Intelligence in Industry 4.0: A Review of Integration Challenges for Industrial Systems
Authors: Alexander Windmann, Philipp Wittenberg, Marvin Schieseck, Oliver Niggemann
Comments: 16 pages, 4 figures
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[364]  arXiv:2405.18577 (cross-list from math.OC) [pdf, other]
Title: Single-loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions
Authors: Quanqi Hu, Qi Qi, Zhaosong Lu, Tianbao Yang
Subjects: Optimization and Control (math.OC); Machine Learning (cs.LG); Machine Learning (stat.ML)
[365]  arXiv:2405.18570 (cross-list from cs.CV) [pdf, other]
Title: Its Not a Modality Gap: Characterizing and Addressing the Contrastive Gap
Authors: Abrar Fahim, Alex Murphy, Alona Fyshe
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[366]  arXiv:2405.18568 (cross-list from cs.DS) [pdf, other]
Title: Warm-starting Push-Relabel
Authors: Sami Davies, Sergei Vassilvitskii, Yuyan Wang
Subjects: Data Structures and Algorithms (cs.DS); Machine Learning (cs.LG)
[367]  arXiv:2405.18560 (cross-list from cs.CV) [pdf, other]
Title: Potential Field Based Deep Metric Learning
Authors: Shubhang Bhatnagar, Narendra Ahuja
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG); Image and Video Processing (eess.IV)
[368]  arXiv:2405.18548 (cross-list from cs.LO) [pdf, other]
Title: The Computational Complexity of Formal Reasoning for Encoder-Only Transformers
Authors: Marco Sälzer, Eric Alsmann, Martin Lange
Subjects: Logic in Computer Science (cs.LO); Artificial Intelligence (cs.AI); Computational Complexity (cs.CC); Machine Learning (cs.LG)
[369]  arXiv:2405.18542 (cross-list from cs.AI) [pdf, other]
Title: Automatic detection of cognitive impairment in elderly people using an entertainment chatbot with Natural Language Processing capabilities
Authors: Francisco de Arriba-Pérez, Silvia García-Méndez, Francisco J. González-Castaño, Enrique Costa-Montenegro
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[370]  arXiv:2405.18540 (cross-list from cs.CL) [pdf, other]
Title: Learning diverse attacks on large language models for robust red-teaming and safety tuning
Authors: Seanie Lee, Minsu Kim, Lynn Cherif, David Dobre, Juho Lee, Sung Ju Hwang, Kenji Kawaguchi, Gauthier Gidel, Yoshua Bengio, Nikolay Malkin, Moksh Jain
Subjects: Computation and Language (cs.CL); Cryptography and Security (cs.CR); Machine Learning (cs.LG)
[371]  arXiv:2405.18537 (cross-list from cs.HC) [pdf, other]
Title: Augmented Conversation with Embedded Speech-Driven On-the-Fly Referencing in AR
Authors: Shivesh Jadon, Mehrad Faridan, Edward Mah, Rajan Vaish, Wesley Willett, Ryo Suzuki
Subjects: Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[372]  arXiv:2405.18503 (cross-list from cs.SD) [pdf, other]
Title: SoundCTM: Uniting Score-based and Consistency Models for Text-to-Sound Generation
Authors: Koichi Saito, Dongjun Kim, Takashi Shibuya, Chieh-Hsin Lai, Zhi Zhong, Yuhta Takida, Yuki Mitsufuji
Subjects: Sound (cs.SD); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)
[373]  arXiv:2405.18499 (cross-list from stat.ML) [pdf, other]
Title: Large Margin Discriminative Loss for Classification
Authors: Hai-Vy Nguyen, Fabrice Gamboa, Sixin Zhang, Reda Chhaibi, Serge Gratton, Thierry Giaccone
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)
[374]  arXiv:2405.18489 (cross-list from quant-ph) [pdf, other]
Title: Predicting Ground State Properties: Constant Sample Complexity and Deep Learning Algorithms
Authors: Marc Wanner, Laura Lewis, Chiranjib Bhattacharyya, Devdatt Dubhashi, Alexandru Gheorghiu
Comments: 11 pages, 7 figures + 36-page appendix
Subjects: Quantum Physics (quant-ph); Machine Learning (cs.LG); Computational Physics (physics.comp-ph)
[375]  arXiv:2405.18471 (cross-list from hep-ph) [pdf, other]
Title: Symbolic Regression for Beyond the Standard Model Physics
Authors: Shehu AbdusSalam, Steve Abel, Miguel Crispim Romao
Comments: 6 pages, 7 figures, for associated code and symbolic expressions see this https URL
Subjects: High Energy Physics - Phenomenology (hep-ph); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); High Energy Physics - Theory (hep-th); Computational Physics (physics.comp-ph)
[376]  arXiv:2405.18461 (cross-list from cs.CY) [pdf, other]
Title: Why Algorithms Remain Unjust: Power Structures Surrounding Algorithmic Activity
Authors: Andrew Balch
Comments: 12 pages, 2 figures, submitted to 2024 AAAI/ACM conference on AI, Ethics, and Society (AIES)
Subjects: Computers and Society (cs.CY); Machine Learning (cs.LG)
[377]  arXiv:2405.18459 (cross-list from cs.IT) [pdf, other]
Title: Probing the Information Theoretical Roots of Spatial Dependence Measures
Authors: Zhangyu Wang, Krzysztof Janowicz, Gengchen Mai, Ivan Majic
Comments: COSIT-2024 Conference Proceedings
Subjects: Information Theory (cs.IT); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Methodology (stat.ME)
[378]  arXiv:2405.18449 (cross-list from eess.IV) [pdf, other]
Title: Adaptive Multiscale Retinal Diagnosis: A Hybrid Trio-Model Approach for Comprehensive Fundus Multi-Disease Detection Leveraging Transfer Learning and Siamese Networks
Authors: Yavuz Selim Inan
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[379]  arXiv:2405.18444 (cross-list from physics.chem-ph) [pdf, other]
Title: Discovering deposition process regimes: leveraging unsupervised learning for process insights, surrogate modeling, and sensitivity analysis
Authors: Geremy Loachamín Suntaxi, Paris Papavasileiou, Eleni D. Koronaki, Dimitrios G. Giovanis, Georgios Gakis, Ioannis G. Aviziotis, Martin Kathrein, Gabriele Pozzetti, Christoph Czettl, Stéphane P.A. Bordas, Andreas G. Boudouvis
Subjects: Chemical Physics (physics.chem-ph); Machine Learning (cs.LG); Systems and Control (eess.SY); Applications (stat.AP)

Wed, 29 May 2024 (showing first 33 of 256 entries)

[380]  arXiv:2405.18432 [pdf, other]
Title: On the Origin of Llamas: Model Tree Heritage Recovery
Authors: Eliahu Horwitz, Asaf Shul, Yedid Hoshen
Subjects: Machine Learning (cs.LG)
[381]  arXiv:2405.18418 [pdf, other]
Title: Hierarchical World Models as Visual Whole-Body Humanoid Controllers
Authors: Nicklas Hansen, Jyothir S V, Vlad Sobal, Yann LeCun, Xiaolong Wang, Hao Su
Comments: Code and videos at this https URL
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Robotics (cs.RO)
[382]  arXiv:2405.18407 [pdf, other]
Title: Phased Consistency Model
Authors: Fu-Yun Wang, Zhaoyang Huang, Alexander William Bergman, Dazhong Shen, Peng Gao, Michael Lingelbach, Keqiang Sun, Weikang Bian, Guanglu Song, Yu Liu, Hongsheng Li, Xiaogang Wang
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV)
[383]  arXiv:2405.18401 [pdf, other]
Title: Explicit Formulae to Interchangeably use Hyperplanes and Hyperballs using Inversive Geometry
Authors: Erik Thordsen, Erich Schubert
Comments: to be submitted to TMLR (submission pending)
Subjects: Machine Learning (cs.LG); Computational Geometry (cs.CG); Machine Learning (stat.ML)
[384]  arXiv:2405.18395 [pdf, other]
Title: MC-GTA: Metric-Constrained Model-Based Clustering using Goodness-of-fit Tests with Autocorrelations
Authors: Zhangyu Wang, Gengchen Mai, Krzysztof Janowicz, Ni Lao
Comments: ICML-2024 Proceedings
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Applications (stat.AP)
[385]  arXiv:2405.18392 [pdf, other]
Title: Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations
Authors: Alexander Hägele, Elie Bakouch, Atli Kosson, Loubna Ben Allal, Leandro Von Werra, Martin Jaggi
Subjects: Machine Learning (cs.LG)
[386]  arXiv:2405.18380 [pdf, other]
Title: OwLore: Outlier-weighed Layerwise Sampled Low-Rank Projection for Memory-Efficient LLM Fine-tuning
Authors: Pengxiang Li, Lu Yin, Xiaowei Gao, Shiwei Liu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[387]  arXiv:2405.18378 [pdf, other]
Title: A Canonization Perspective on Invariant and Equivariant Learning
Authors: George Ma, Yifei Wang, Derek Lim, Stefanie Jegelka, Yisen Wang
Subjects: Machine Learning (cs.LG)
[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: 1-50 | ... | 213-262 | 263-312 | 313-362 | 363-412 | 413-462 | 463-512 | 513-562 | ... | 1213-1248 ]
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