Artificial Intelligence

Authors and titles for cs.AI in Dec 2023, skipping first 2025

[2026]  arXiv:2312.16026 (cross-list from math.OC) [pdf, other]

Title: Dynamic AGV Task Allocation in Intelligent Warehouses

Authors: Arash Dehghan, Mucahit Cevik, Merve Bodur

Subjects: Optimization and Control (math.OC); Artificial Intelligence (cs.AI)

[2027]  arXiv:2312.16223 (cross-list from q-fin.ST) [pdf, other]

Title: Increasing Profitability and Confidence by using Interpretable Model for Investment Decisions

Authors: Sahar Arshad, Seemab Latif, Ahmad Salman, Saadia Irfan

Subjects: Statistical Finance (q-fin.ST); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[2028]  arXiv:2312.16331 (cross-list from eess.IV) [pdf, other]

Title: Early and Accurate Detection of Tomato Leaf Diseases Using TomFormer

Authors: Asim Khan, Umair Nawaz, Lochan Kshetrimayum, Lakmal Seneviratne, Irfan Hussain

Comments: 5 Figures and 1 Table

Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)

[2029]  arXiv:2312.16448 (cross-list from q-fin.PM) [pdf, other]

Title: Randomized Signature Methods in Optimal Portfolio Selection

Authors: Erdinc Akyildirim, Matteo Gambara, Josef Teichmann, Syang Zhou

Subjects: Portfolio Management (q-fin.PM); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Pricing of Securities (q-fin.PR)

[2030]  arXiv:2312.16600 (cross-list from q-bio.GN) [pdf, other]

Title: scRNA-seq Data Clustering by Cluster-aware Iterative Contrastive Learning

Authors: Weikang Jiang, Jinxian Wang, Jihong Guan, Shuigeng Zhou

Subjects: Genomics (q-bio.GN); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[2031]  arXiv:2312.16707 (cross-list from econ.EM) [pdf, other]

Title: Modeling Systemic Risk: A Time-Varying Nonparametric Causal Inference Framework

Authors: Jalal Etesami, Ali Habibnia, Negar Kiyavash

Subjects: Econometrics (econ.EM); Artificial Intelligence (cs.AI); Information Theory (cs.IT); Applications (stat.AP)

[2032]  arXiv:2312.16815 (cross-list from physics.soc-ph) [pdf, other]

Title: Emergence and Causality in Complex Systems: A Survey on Causal Emergence and Related Quantitative Studies

Authors: Bing Yuan, Zhang Jiang, Aobo Lyu, Jiayun Wu, Zhipeng Wang, Mingzhe Yang, Kaiwei Liu, Muyun Mou, Peng Cui

Comments: 57 pages, 17 figures, 1 table

Subjects: Physics and Society (physics.soc-ph); Artificial Intelligence (cs.AI); Adaptation and Self-Organizing Systems (nlin.AO)

[2033]  arXiv:2312.17162 (cross-list from stat.ML) [pdf, other]

Title: Function-Space Regularization in Neural Networks: A Probabilistic Perspective

Authors: Tim G. J. Rudner, Sanyam Kapoor, Shikai Qiu, Andrew Gordon Wilson

Comments: Published in Proceedings of the 40th International Conference on Machine Learning (ICML 2023)

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

[2034]  arXiv:2312.17199 (cross-list from stat.ML) [pdf, other]

Title: Tractable Function-Space Variational Inference in Bayesian Neural Networks

Authors: Tim G. J. Rudner, Zonghao Chen, Yee Whye Teh, Yarin Gal

Comments: Published in Advances in Neural Information Processing Systems 35 (NeurIPS 2022)

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

[2035]  arXiv:2312.17210 (cross-list from stat.ML) [pdf, other]

Title: Continual Learning via Sequential Function-Space Variational Inference

Authors: Tim G. J. Rudner, Freddie Bickford Smith, Qixuan Feng, Yee Whye Teh, Yarin Gal

Comments: Published in Proceedings of the 39th International Conference on Machine Learning (ICML 2022)

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

[2036]  arXiv:2312.17216 (cross-list from q-bio.NC) [pdf, other]

Title: SparseProp: Efficient Event-Based Simulation and Training of Sparse Recurrent Spiking Neural Networks

Authors: Rainer Engelken

Comments: 10 pages, 4 figures, accepted at NeurIPS

Subjects: Neurons and Cognition (q-bio.NC); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Machine Learning (stat.ML)

[2037]  arXiv:2312.17266 (cross-list from eess.IV) [pdf, ps, other]

Title: Automatic laminectomy cutting plane planning based on artificial intelligence in robot assisted laminectomy surgery

Authors: Zhuofu Li, Yonghong Zhang, Chengxia Wang, Shanshan Liu, Xiongkang Song, Xuquan Ji, Shuai Jiang, Woquan Zhong, Lei Hu, Weishi Li

Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Robotics (cs.RO)

[2038]  arXiv:2312.17508 (cross-list from eess.AS) [pdf, ps, other]

Title: Attention-based Interactive Disentangling Network for Instance-level Emotional Voice Conversion

Authors: Yun Chen, Lingxiao Yang, Qi Chen, Jian-Huang Lai, Xiaohua Xie

Comments: Accepted by INTERSPEECH 2023

Subjects: Audio and Speech Processing (eess.AS); Artificial Intelligence (cs.AI); Sound (cs.SD)