Machine Learning

Authors and titles for recent submissions, skipping first 117

• Fri, 24 May 2024
• Wed, 22 May 2024
• Tue, 21 May 2024
• Mon, 20 May 2024
• Fri, 17 May 2024

Fri, 24 May 2024 (continued, showing 25 of 429 entries)

[118]  arXiv:2405.14089 [pdf, other]

Title: Improved Canonicalization for Model Agnostic Equivariance

Authors: Siba Smarak Panigrahi, Arnab Kumar Mondal

Comments: Accepted to EquiVision workshop, CVPR 2024. 7 pages, 1 figure

Subjects: Machine Learning (cs.LG)

[119]  arXiv:2405.14088 [pdf, other]

Title: High-dimensional Learning with Noisy Labels

Authors: Aymane El Firdoussi, Mohamed El Amine Seddik

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

[120]  arXiv:2405.14082 [pdf, other]

Title: Exclusively Penalized Q-learning for Offline Reinforcement Learning

Authors: Junghyuk Yeom, Yonghyeon Jo, Jungmo Kim, Sanghyeon Lee, Seungyul Han

Comments: 9 pages technical page followed by references and appendix

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

[121]  arXiv:2405.14079 [pdf, other]

Title: Advancing Transportation Mode Share Analysis with Built Environment: Deep Hybrid Models with Urban Road Network

Authors: Dingyi Zhuang, Qingyi Wang, Yunhan Zheng, Xiaotong Guo, Shenhao Wang, Haris N Koutsopoulos, Jinhua Zhao

Comments: 29 pages

Subjects: Machine Learning (cs.LG)

[122]  arXiv:2405.14073 [pdf, other]

Title: PEAC: Unsupervised Pre-training for Cross-Embodiment Reinforcement Learning

Authors: Chengyang Ying, Zhongkai Hao, Xinning Zhou, Xuezhou Xu, Hang Su, Xingxing Zhang, Jun Zhu

Subjects: Machine Learning (cs.LG)

[123]  arXiv:2405.14066 [pdf, ps, other]

Title: Online Classification with Predictions

Authors: Vinod Raman, Ambuj Tewari

Comments: 24 pages

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

[124]  arXiv:2405.14060 [pdf, ps, other]

Title: Probabilistic Inference in the Era of Tensor Networks and Differential Programming

Authors: Martin Roa-Villescas, Xuanzhao Gao, Sander Stuijk, Henk Corporaal, Jin-Guo Liu

Comments: 12 pages, 4 figures

Subjects: Machine Learning (cs.LG); Computational Physics (physics.comp-ph)

[125]  arXiv:2405.14051 [pdf, ps, other]

Title: A Concentration Inequality for Maximum Mean Discrepancy (MMD)-based Statistics and Its Application in Generative Models

Authors: Yijin Ni, Xiaoming Huo

Subjects: Machine Learning (cs.LG); Statistics Theory (math.ST)

[126]  arXiv:2405.14049 [pdf, other]

Title: Particle physics DL-simulation with control over generated data properties

Authors: Karol Rogoziński, Jan Dubiński, Przemysław Rokita, Kamil Deja

Subjects: Machine Learning (cs.LG)

[127]  arXiv:2405.14045 [pdf, other]

Title: Learning rigid-body simulators over implicit shapes for large-scale scenes and vision

Authors: Yulia Rubanova, Tatiana Lopez-Guevara, Kelsey R. Allen, William F. Whitney, Kimberly Stachenfeld, Tobias Pfaff

Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV)

[128]  arXiv:2405.14033 [pdf, other]

Title: Adversarial Training of Two-Layer Polynomial and ReLU Activation Networks via Convex Optimization

Authors: Daniel Kuelbs, Sanjay Lall, Mert Pilanci

Comments: 6 pages, 4 figures

Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC)

[129]  arXiv:2405.14023 [pdf, other]

Title: WordGame: Efficient & Effective LLM Jailbreak via Simultaneous Obfuscation in Query and Response

Authors: Tianrong Zhang, Bochuan Cao, Yuanpu Cao, Lu Lin, Prasenjit Mitra, Jinghui Chen

Subjects: Machine Learning (cs.LG)

[130]  arXiv:2405.14021 [pdf, other]

Title: A Study of Posterior Stability for Time-Series Latent Diffusion

Authors: Yangming Li, Mihaela van der Schaar

Comments: Paper under review

Subjects: Machine Learning (cs.LG)

[131]  arXiv:2405.14020 [pdf, other]

Title: Unlearning Information Bottleneck: Machine Unlearning of Systematic Patterns and Biases

Authors: Ling Han, Hao Huang, Dustin Scheinost, Mary-Anne Hartley, María Rodríguez Martínez

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

[132]  arXiv:2405.14016 [pdf, other]

Title: Towards a Unified Framework for Evaluating Explanations

Authors: Juan D. Pinto, Luc Paquette

Comments: 6 pages. Submitted to HEXED Workshop @ EDM24

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

[133]  arXiv:2405.14008 [pdf, other]

Title: Bayesian Inverse Problems with Conditional Sinkhorn Generative Adversarial Networks in Least Volume Latent Spaces

Authors: Qiuyi Chen, Panagiotis Tsilifis, Mark Fuge

Subjects: Machine Learning (cs.LG)

[134]  arXiv:2405.14007 [pdf, other]

Title: A Practice in Enrollment Prediction with Markov Chain Models

Authors: Yan Zhao, Amy Otteson

Subjects: Machine Learning (cs.LG)

[135]  arXiv:2405.14002 [pdf, other]

Title: Animal Behavior Analysis Methods Using Deep Learning: A Survey

Authors: Edoardo Fazzari, Donato Romano, Fabrizio Falchi, Cesare Stefanini

Subjects: Machine Learning (cs.LG)

[136]  arXiv:2405.13998 [pdf, other]

Title: Bridging Operator Learning and Conditioned Neural Fields: A Unifying Perspective

Authors: Sifan Wang, Jacob H Seidman, Shyam Sankaran, Hanwen Wang, George J. Pappas, Paris Perdikaris

Comments: 23 pages, 13 figures

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

[137]  arXiv:2405.13995 [pdf, other]

Title: Leveraging World Events to Predict E-Commerce Consumer Demand under Anomaly

Authors: Dan Kalifa, Uriel Singer, Ido Guy, Guy D. Rosin, Kira Radinsky

Comments: In Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining (WSDM 2022), 9 pages

Subjects: Machine Learning (cs.LG)

[138]  arXiv:2405.13994 [pdf, other]

Title: Practical $0.385$-Approximation for Submodular Maximization Subject to a Cardinality Constraint

Authors: Murad Tukan, Loay Mualem, Moran Feldman

Subjects: Machine Learning (cs.LG); Discrete Mathematics (cs.DM); Data Structures and Algorithms (cs.DS)

[139]  arXiv:2405.13987 [pdf, other]

Title: Analysis of Corrected Graph Convolutions

Authors: Robert Wang, Aseem Baranwal, Kimon Fountoulakis

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Discrete Mathematics (cs.DM); Statistics Theory (math.ST); Machine Learning (stat.ML)

[140]  arXiv:2405.13983 [pdf, other]

Title: DirectMultiStep: Direct Route Generation for Multi-Step Retrosynthesis

Authors: Yu Shee, Haote Li, Anton Morgunov, Victor Batista

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

[141]  arXiv:2405.13980 [pdf, other]

Title: Rank Reduction Autoencoders -- Enhancing interpolation on nonlinear manifolds

Authors: Jad Mounayer, Sebastian Rodriguez, Chady Ghnatios, Charbel Farhat, Francisco Chinesta

Subjects: Machine Learning (cs.LG)

[142]  arXiv:2405.13978 [pdf, other]

Title: Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning

Authors: Prashant Bhat, Bharath Renjith, Elahe Arani, Bahram Zonooz

Comments: Published at 3rd Conference on Lifelong Learning Agents (CoLLAs 2024)

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

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