We gratefully acknowledge support from
the Simons Foundation and member institutions.

Neural and Evolutionary Computing

Authors and titles for recent submissions

[ total of 46 entries: 1-35 | 36-46 ]
[ showing 35 entries per page: fewer | more | all ]

Fri, 31 May 2024

[1]  arXiv:2405.20132 [pdf, other]
Title: LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics
Authors: Niki van Stein, Thomas Bäck
Comments: Submitted to IEEE TEVC
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[2]  arXiv:2405.19779 [pdf, other]
Title: Automatic Graph Topology-Aware Transformer
Authors: Chao Wang, Jiaxuan Zhao, Lingling Li, Licheng Jiao, Fang Liu, Shuyuan Yang
Comments: This work has been submitted to the IEEE (Under Second Review). Copyright may be transferred without notice, after which this version may no longer be accessible
Subjects: Neural and Evolutionary Computing (cs.NE); Graphics (cs.GR); Machine Learning (cs.LG)
[3]  arXiv:2405.19687 [pdf, other]
Title: Autonomous Driving with Spiking Neural Networks
Authors: Rui-Jie Zhu, Ziqing Wang, Leilani Gilpin, Jason K. Eshraghian
Subjects: Neural and Evolutionary Computing (cs.NE); Computer Vision and Pattern Recognition (cs.CV)
[4]  arXiv:2405.20094 (cross-list from math.NA) [pdf, other]
Title: Low-dimensional approximations of the conditional law of Volterra processes: a non-positive curvature approach
Authors: Reza Arabpour, John Armstrong, Luca Galimberti, Anastasis Kratsios, Giulia Livieri
Comments: Main body: 25 Pages, Appendices 29 Pages, 14 Tables, 6 Figures
Subjects: Numerical Analysis (math.NA); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Differential Geometry (math.DG); Computational Finance (q-fin.CP)
[5]  arXiv:2405.19650 (cross-list from cs.LG) [pdf, other]
Title: Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization
Authors: Xi Lin, Yilu Liu, Xiaoyuan Zhang, Fei Liu, Zhenkun Wang, Qingfu Zhang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE); Optimization and Control (math.OC)
[6]  arXiv:2405.19351 (cross-list from eess.SP) [pdf, other]
Title: Resonate-and-Fire Spiking Neurons for Target Detection and Hand Gesture Recognition: A Hybrid Approach
Authors: Ahmed Shaaban, Zeineb Chaabouni, Maximilian Strobel, Wolfgang Furtner, Robert Weigel, Fabian Lurz
Subjects: Signal Processing (eess.SP); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

Thu, 30 May 2024

[7]  arXiv:2405.19060 [pdf, other]
Title: New perspectives on the optimal placement of detectors for suicide bombers using metaheuristics
Authors: Carlos Cotta, José E. Gallardo
Journal-ref: Nat Comput 18, 249-263 (2019)
Subjects: Neural and Evolutionary Computing (cs.NE)
[8]  arXiv:2405.18884 [pdf, ps, other]
Title: Learning Mixture-of-Experts for General-Purpose Black-Box Discrete Optimization
Authors: Shengcai Liu, Zhiyuan Wang, Yew-Soon Ong, Xin Yao, Ke Tang
Comments: 34 pages, 6 figures
Subjects: Neural and Evolutionary Computing (cs.NE)
[9]  arXiv:2405.18772 [pdf, ps, other]
Title: Evolving Reliable Differentiating Constraints for the Chance-constrained Maximum Coverage Problem
Authors: Saba Sadeghi Ahouei, Jacob de Nobel, Aneta Neumann, Thomas Bäck, Frank Neumann
Subjects: Neural and Evolutionary Computing (cs.NE)
[10]  arXiv:2405.18681 [pdf, other]
Title: A random-key GRASP for combinatorial optimization
Authors: Antonio A. Chaves, Mauricio G.C. Resende, Ricardo M.A. Silva
Comments: 24 pages, 8 figures
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Optimization and Control (math.OC)
[11]  arXiv:2405.18593 [pdf, other]
Title: Metaheuristic approaches to the placement of suicide bomber detectors
Authors: Carlos Cotta, José E. Gallardo
Journal-ref: J. Heuristics 24, 483-513 (2018)
Subjects: Neural and Evolutionary Computing (cs.NE)
[12]  arXiv:2405.19201 (cross-list from cs.CV) [pdf, other]
Title: Going beyond compositional generalization, DDPMs can produce zero-shot interpolation
Authors: Justin Deschenaux, Igor Krawczuk, Grigorios Chrysos, Volkan Cevher
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[13]  arXiv:2405.18708 (cross-list from cs.AI) [pdf, other]
Title: Cognitive Evolutionary Learning to Select Feature Interactions for Recommender Systems
Authors: Runlong Yu, Qixiang Shao, Qi Liu, Huan Liu, Enhong Chen
Subjects: Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Neural and Evolutionary Computing (cs.NE)

Wed, 29 May 2024

[14]  arXiv:2405.18352 [pdf, other]
Title: Evolutionary Algorithms for Optimizing Emergency Exit Placement in Indoor Environments
Authors: Carlos Cotta, José E. Gallardo
Journal-ref: In: Smith, S., Correia, J., Cintrano, C. (eds) Applications of Evolutionary Computation. EvoApplications 2024. Lecture Notes in Computer Science, vol 14634. Springer
Subjects: Neural and Evolutionary Computing (cs.NE)
[15]  arXiv:2405.17516 [pdf, other]
Title: Time Elastic Neural Networks
Authors: Pierre-François Marteau (EXPRESSION)
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[16]  arXiv:2405.17517 (cross-list from cs.LG) [pdf, other]
Title: WASH: Train your Ensemble with Communication-Efficient Weight Shuffling, then Average
Authors: Louis Fournier (MLIA), Adel Nabli (MLIA, Mila), Masih Aminbeidokhti (ETS), Marco Pedersoli (ETS), Eugene Belilovsky (Mila), Edouard Oyallon
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE); Machine Learning (stat.ML)
[17]  arXiv:2405.17506 (cross-list from cs.LG) [pdf, other]
Title: Subspace Node Pruning
Authors: Joshua Offergeld, Marcel van Gerven, Nasir Ahmad
Comments: 14 pages, 8 figures
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)
[18]  arXiv:2405.17479 (cross-list from cs.LG) [pdf, other]
Title: A rationale from frequency perspective for grokking in training neural network
Authors: Zhangchen Zhou, Yaoyu Zhang, Zhi-Qin John Xu
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Machine Learning (stat.ML)
[19]  arXiv:2405.17467 (cross-list from cs.LG) [pdf, other]
Title: Sports center customer segmentation: a case study
Authors: Juan Soto, Ramón Carmenaty, Miguel Lastra, Juan M. Fernández-Luna, José M. Benítez
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

Tue, 28 May 2024 (showing first 16 of 20 entries)

[20]  arXiv:2405.16851 [pdf, other]
Title: Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning
Authors: Mingqing Xiao, Yixin Zhu, Di He, Zhouchen Lin
Comments: Accepted by ICML 2024
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[21]  arXiv:2405.16551 [pdf, other]
Title: GPU Based Differential Evolution: New Insights and Comparative Study
Authors: Dylan Janssen, Wayne Pullan, Alan Wee-Chung Liew
Subjects: Neural and Evolutionary Computing (cs.NE)
[22]  arXiv:2405.16494 [pdf, other]
Title: A First Look at Kolmogorov-Arnold Networks in Surrogate-assisted Evolutionary Algorithms
Authors: Hao Hao, Xiaoqun Zhang, Bingdong Li, Aimin Zhou
Subjects: Neural and Evolutionary Computing (cs.NE)
[23]  arXiv:2405.16466 [pdf, other]
Title: High-Performance Temporal Reversible Spiking Neural Networks with $O(L)$ Training Memory and $O(1)$ Inference Cost
Authors: JiaKui Hu, Man Yao, Xuerui Qiu, Yuhong Chou, Yuxuan Cai, Ning Qiao, Yonghong Tian, Bo XU, Guoqi Li
Comments: Accepted by ICML2024
Subjects: Neural and Evolutionary Computing (cs.NE)
[24]  arXiv:2405.16097 [pdf, ps, other]
Title: Apply Distributed CNN on Genomics to accelerate Transcription-Factor TAL1 Motif Prediction
Authors: Tasnim Assali, Zayneb Trabelsi Ayoub, Sofiane Ouni
Comments: 2022 11th International Conference on Computer Technologies and Development (TechDev), Barcelona, Spain, 2022
Subjects: Neural and Evolutionary Computing (cs.NE)
[25]  arXiv:2405.16023 [pdf, other]
Title: Spiking Neural Network Phase Encoding for Cognitive Computing
Authors: Lei Zhang
Comments: 8 pages, 9 figures, IEEE ICCI*CC 2023: 2023 IEEE 22nd International Conference on Cognitive Informatics and Cognitive Computing Stanford Univ. Palo Alto, CA, United States, August 19-21, 2023
Subjects: Neural and Evolutionary Computing (cs.NE)
[26]  arXiv:2405.15868 [pdf, other]
Title: LLS: Local Learning Rule for Deep Neural Networks Inspired by Neural Activity Synchronization
Authors: Marco Paul E. Apolinario, Arani Roy, Kaushik Roy
Comments: 14 pages, 4 figures
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[27]  arXiv:2405.15795 [pdf, ps, other]
Title: D-CODE: Data Colony Optimization for Dynamic Network Efficiency
Authors: Tannu Pandey, Ayush Thakur
Subjects: Neural and Evolutionary Computing (cs.NE); Distributed, Parallel, and Cluster Computing (cs.DC)
[28]  arXiv:2405.17391 (cross-list from cs.LG) [pdf, other]
Title: Dataset-learning duality and emergent criticality
Authors: Ekaterina Kukleva, Vitaly Vanchurin
Comments: 27 pages, 9 figures
Subjects: Machine Learning (cs.LG); Disordered Systems and Neural Networks (cond-mat.dis-nn); Statistical Mechanics (cond-mat.stat-mech); Neural and Evolutionary Computing (cs.NE)
[29]  arXiv:2405.17283 (cross-list from cs.LG) [pdf, other]
Title: Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery
Authors: Anand Gopalakrishnan, Aleksandar Stanić, Jürgen Schmidhuber, Michael Curtis Mozer
Comments: minor typo fixed
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[30]  arXiv:2405.16922 (cross-list from q-bio.NC) [pdf, other]
Title: Theories of synaptic memory consolidation and intelligent plasticity for continual learning
Authors: Friedemann Zenke, Axel Laborieux
Comments: An introductory-level book chapter. 34 pages, 14 figures
Subjects: Neurons and Cognition (q-bio.NC); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[31]  arXiv:2405.16731 (cross-list from cs.LG) [pdf, other]
Title: Pretraining with Random Noise for Fast and Robust Learning without Weight Transport
Authors: Jeonghwan Cheon, Sang Wan Lee, Se-Bum Paik
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[32]  arXiv:2405.16622 (cross-list from cs.MA) [pdf, other]
Title: Mimicry and the Emergence of Cooperative Communication
Authors: Dylan Cope, Peter McBurney
Comments: Accepted for publication in the proceedings of the 2024 International Conference on Artificial Life (ALIFE24)
Subjects: Multiagent Systems (cs.MA); Neural and Evolutionary Computing (cs.NE)
[33]  arXiv:2405.16610 (cross-list from cs.CV) [pdf, other]
Title: The devil is in discretization discrepancy. Robustifying Differentiable NAS with Single-Stage Searching Protocol
Authors: Konstanty Subbotko, Wojciech Jablonski, Piotr Bilinski
Comments: Published in CVPR-NAS 2024 workshop
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[34]  arXiv:2405.16595 (cross-list from cs.AI) [pdf, other]
Title: An Evolutionary Framework for Connect-4 as Test-Bed for Comparison of Advanced Minimax, Q-Learning and MCTS
Authors: Henry Taylor, Leonardo Stella
Comments: 8 pages, 4 figures, 1 table
Subjects: Artificial Intelligence (cs.AI); Computer Science and Game Theory (cs.GT); Neural and Evolutionary Computing (cs.NE)
[35]  arXiv:2405.16563 (cross-list from cs.LG) [pdf, other]
Title: Reality Only Happens Once: Single-Path Generalization Bounds for Transformers
Authors: Yannick Limmer, Anastasis Kratsios, Xuwei Yang, Raeid Saqur, Blanka Horvath
Comments: 11 pages (+30 appendix), 3 figures, 6 tables
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Numerical Analysis (math.NA); Probability (math.PR); Machine Learning (stat.ML)
[ total of 46 entries: 1-35 | 36-46 ]
[ showing 35 entries per page: fewer | more | all ]

Disable MathJax (What is MathJax?)

Links to: arXiv, form interface, find, cs, new, 2406, contact, help  (Access key information)