Electrical Engineering and Systems Science

Authors and titles for January 2021

[901] arXiv:2101.10967 (cross-list from math.OC) [pdf, other]

Title: Robustness of Iteratively Pre-Conditioned Gradient-Descent Method: The Case of Distributed Linear Regression Problem

Kushal Chakrabarti, Nirupam Gupta, Nikhil Chopra

Comments: in IEEE Control Systems Letters. Related articles: arXiv:2003.07180v2 [math.OC], arXiv:2008.02856v1 [math.OC], and arXiv:2011.07595v2 [math.OC]

Journal-ref: IEEE Control Systems Letters, vol. 5, no. 6, pp. 2180-2185, Dec. 2021

Subjects: Optimization and Control (math.OC); Machine Learning (cs.LG); Systems and Control (eess.SY); Machine Learning (stat.ML)

[902] arXiv:2101.11110 (cross-list from cs.RO) [pdf, other]

Title: Autonomous Off-road Navigation over Extreme Terrains with Perceptually-challenging Conditions

Rohan Thakker, Nikhilesh Alatur, David D. Fan, Jesus Tordesillas, Michael Paton, Kyohei Otsu, Olivier Toupet, Ali-akbar Agha-mohammadi

Comments: 12 Pages, 7 Figures, 2020 International Symposium on Experimental Robotics (ISER 2020)

Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)

[903] arXiv:2101.11116 (cross-list from cs.RO) [pdf, other]

Title: Exact and Approximate Heterogeneous Bayesian Decentralized Data Fusion

Ofer Dagan, Nisar R. Ahmed

Comments: 16 pages, 8 figures, 2 tables, Published at IEEE Transactions on Robotics (T-RO)

Journal-ref: IEEE Transactions on Robotics 2023

Subjects: Robotics (cs.RO); Multiagent Systems (cs.MA); Signal Processing (eess.SP); Systems and Control (eess.SY)

[904] arXiv:2101.11123 (cross-list from cs.IT) [pdf, other]

Title: A Coding Theory Perspective on Multiplexed Molecular Profiling of Biological Tissues

Luca D'Alessio, Litian Liu, Ken Duffy, Yonina C. Eldar, Muriel Medard, Mehrtash Babadi

Comments: This paper is accepted to The International Symposium on Information Theory and Its Applications (ISITA) 2020

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[905] arXiv:2101.11127 (cross-list from physics.optics) [pdf, other]

Title: Towards low loss non-volatile phase change materials in mid index waveguides

Joaquin Faneca (1,2), Ioannis Zeimpekis (1), S.T. Ilie (1)Thalía Domínguez Bucio (1), Katarzyna Grabska (1), Daniel W. Hewak (1), Frederic Y. Gardes ((1) Optoelectonics Research Center, University of Southampton, Southampton, UK, (2) Instituto de Microelectrónica de Barcelona, IMB-CNM (CSIC), Barcelona, Spain)

Comments: 11 pages, 7 figures

Subjects: Optics (physics.optics); Signal Processing (eess.SP)

[906] arXiv:2101.11162 (cross-list from math.OC) [pdf, other]

Title: Inadequacy of Linear Methods for Minimal Sensor Placement and Feature Selection in Nonlinear Systems; a New Approach Using Secants

Samuel E. Otto, Clarence W. Rowley

Subjects: Optimization and Control (math.OC); Machine Learning (cs.LG); Systems and Control (eess.SY); Machine Learning (stat.ML)

[907] arXiv:2101.11309 (cross-list from cs.IT) [pdf, other]

Title: Joint Source-Channel Coding for Semantics-Aware Grant-Free Radio Access in IoT Fog Networks

Johannes Dommel, Zoran Utkovski, Osvaldo Simeone, Slawomir Stanczak

Comments: submitted for publication

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[908] arXiv:2101.11344 (cross-list from cs.IT) [pdf, other]

Title: On Massive IoT Connectivity with Temporally-Correlated User Activity

Qipeng Wang, Liang Liu, Shuowen Zhang, Francis C. M. Lau

Comments: to appear in ISIT 2021

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[909] arXiv:2101.11379 (cross-list from cs.SE) [pdf, other]

Title: Variable Petri Nets for Mobility

Zhijun Ding, Ru Yang, Puwen Cui, MengChu Zhou, Changjun Jiang

Comments: 13 pages, submitted to IEEE Transactions on Systems, Man, and Cybernetics: Systems

Journal-ref: IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021

Subjects: Software Engineering (cs.SE); Formal Languages and Automata Theory (cs.FL); Systems and Control (eess.SY)

[910] arXiv:2101.11442 (cross-list from physics.med-ph) [pdf, other]

Title: Magnetic Resonance Spectroscopy Deep Learning Denoising Using Few In Vivo Data

Dicheng Chen, Wanqi Hu, Huiting Liu, Yirong Zhou, Tianyu Qiu, Yihui Huang, Zi Wang, Jiazheng Wang, Liangjie Lin, Zhigang Wu, Hao Chen, Xi Chen, Gen Yan, Di Guo, Jianzhong Lin, Xiaobo Qu

Subjects: Medical Physics (physics.med-ph); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

[911] arXiv:2101.11476 (cross-list from cs.CV) [pdf, other]

Title: Utilizing Uncertainty Estimation in Deep Learning Segmentation of Fluorescence Microscopy Images with Missing Markers

Alvaro Gomariz, Raphael Egli, Tiziano Portenier, César Nombela-Arrieta, Orcun Goksel

Comments: Accepted at the IEEE International Symposium on Biomedical Imaging (ISBI) 2021. 4 pages and 4 figures

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

[912] arXiv:2101.11508 (cross-list from cs.CV) [pdf, other]

Title: Effects of Image Size on Deep Learning

Olivier Rukundo

Comments: 22 pages, 23 figures, 5 tables

Journal-ref: Electronics 2023, 12(4), 985

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

[913] arXiv:2101.11656 (cross-list from q-bio.QM) [pdf, other]

Title: G-MIND: An End-to-End Multimodal Imaging-Genetics Framework for Biomarker Identification and Disease Classification

Sayan Ghosal, Qiang Chen, Giulio Pergola, Aaron L. Goldman, William Ulrich, Karen F. Berman, Giuseppe Blasi, Leonardo Fazio, Antonio Rampino, Alessandro Bertolino, Daniel R. Weinberger, Venkata S. Mattay, Archana Venkataraman

Subjects: Quantitative Methods (q-bio.QM); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

[914] arXiv:2101.11688 (cross-list from cs.LG) [pdf, other]

Title: Hadamard Extensions and the Identification of Mixtures of Product Distributions

Spencer L. Gordon, Leonard J. Schulman

Comments: V2: re-titled and slight edits

Subjects: Machine Learning (cs.LG); Signal Processing (eess.SP); Machine Learning (stat.ML)

[915] arXiv:2101.11696 (cross-list from physics.optics) [pdf, other]

Title: Robust and Efficient Single-Pixel Image Classificationwith Nonlinear Optics

Santosh Kumar, Ting Bu, He Zhang, Irwin Huang, Yuping Huang

Comments: 5 pages, 5 figures

Subjects: Optics (physics.optics); Image and Video Processing (eess.IV)

[916] arXiv:2101.11704 (cross-list from cs.LG) [pdf, other]

Title: A Case Study of Deep Learning Based Multi-Modal Methods for Predicting the Age-Suitability Rating of Movie Trailers

Mahsa Shafaei, Christos Smailis, Ioannis A. Kakadiaris, Thamar Solorio

Subjects: Machine Learning (cs.LG); Multimedia (cs.MM); Sound (cs.SD); Audio and Speech Processing (eess.AS); Image and Video Processing (eess.IV)

[917] arXiv:2101.11740 (cross-list from math.OC) [pdf, other]

Title: Convergence Analysis of Fixed Point Chance Constrained Optimal Power Flow Problems

Johannes J. Brust, Mihai Anitescu

Journal-ref: IEEE Trans. Pow. Sys. 37(6), 2022

Subjects: Optimization and Control (math.OC); Systems and Control (eess.SY); Computation (stat.CO)

[918] arXiv:2101.11745 (cross-list from cs.CV) [pdf, other]

Title: FIRe-GAN: A novel Deep Learning-based infrared-visible fusion method for wildfire imagery

J. F. Ciprián-Sánchez, G. Ochoa-Ruiz, M. Gonzalez-Mendoza, L. Rossi

Comments: 16 pages, 10 figures. Submitted to the Special Issue (SI) in the Neural Computing and Applications Journal

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

[919] arXiv:2101.11787 (cross-list from cs.IT) [pdf, other]

Title: Joint Transmission Scheme and Coded Content Placement in Cluster-centric UAV-aided Cellular Networks

Zohreh HajiAkhondi-Meybodi, Arash Mohammadi, Jamshid Abouei, Ming Hou, Konstantinos N. Plataniotis

Subjects: Information Theory (cs.IT); Multimedia (cs.MM); Signal Processing (eess.SP)

[920] arXiv:2101.11935 (cross-list from cs.LG) [pdf, other]

Title: A Machine Learning Challenge for Prognostic Modelling in Head and Neck Cancer Using Multi-modal Data

Michal Kazmierski, Mattea Welch, Sejin Kim, Chris McIntosh, Princess Margaret Head, Neck Cancer Group, Katrina Rey-McIntyre, Shao Hui Huang, Tirth Patel, Tony Tadic, Michael Milosevic, Fei-Fei Liu, Andrew Hope, Scott Bratman, Benjamin Haibe-Kains

Comments: 27 pages, 7 figures, under review

Subjects: Machine Learning (cs.LG); Image and Video Processing (eess.IV)

[921] arXiv:2101.12010 (cross-list from physics.soc-ph) [pdf, other]

Title: Modeling Spatial Nonstationarity via Deformable Convolutions for Deep Traffic Flow Prediction

Wei Zeng, Chengqiao Lin, Kang Liu, Juncong Lin, Anthony K. H. Tung

Subjects: Physics and Society (physics.soc-ph); Computer Vision and Pattern Recognition (cs.CV); Databases (cs.DB); Machine Learning (cs.LG); Systems and Control (eess.SY)

[922] arXiv:2101.12090 (cross-list from cs.IT) [pdf, other]

Title: Adversarial Attacks on Deep Learning Based Power Allocation in a Massive MIMO Network

B. R. Manoj, Meysam Sadeghi, Erik G. Larsson

Comments: to be published in proceedings of IEEE International Conference on Communications (ICC) 2021

Subjects: Information Theory (cs.IT); Machine Learning (cs.LG); Signal Processing (eess.SP)

[923] arXiv:2101.12404 (cross-list from cs.CV) [pdf, other]

Title: Multi-Threshold Attention U-Net (MTAU) based Model for Multimodal Brain Tumor Segmentation in MRI scans

Navchetan Awasthi, Rohit Pardasani, Swati Gupta

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Image and Video Processing (eess.IV); Medical Physics (physics.med-ph)

[924] arXiv:2101.12478 (cross-list from cs.CV) [pdf, other]

Title: Neural networks for semantic segmentation of historical city maps: Cross-cultural performance and the impact of figurative diversity

Rémi Petitpierre (Ecole polytechnique fédérale de Lausanne, EPFL, Switzerland)

Comments: MSc thesis

Subjects: Computer Vision and Pattern Recognition (cs.CV); Human-Computer Interaction (cs.HC); Image and Video Processing (eess.IV)

[925] arXiv:2101.12501 (cross-list from cs.RO) [pdf, other]

Title: Learning-based vs Model-free Adaptive Control of a MAV under Wind Gust

Thomas Chaffre, Julien Moras, Adrien Chan-Hon-Tong, Julien Marzat, Karl Sammut, Gilles Le Chenadec, Benoit Clement

Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Systems and Control (eess.SY); Optimization and Control (math.OC)

[926] arXiv:2101.12620 (cross-list from cs.CR) [pdf, other]

Title: EphemeriShield -- defence against cyber-antisatellite weapons

Rafal Graczyk, Marcus Voelp, Paulo Esteves-Verissimo

Subjects: Cryptography and Security (cs.CR); Systems and Control (eess.SY)

[927] arXiv:2101.12666 (cross-list from cs.IT) [pdf, other]

Title: DOA Estimation for Transmit Beamspace MIMO Radar via Tensor Decomposition with Vandermonde Factor Matrix

Feng Xu, Matthew W. Morency, Sergiy A. Vorobyov

Comments: 14 pages, 9 figures, submitted to IEEE Transactions on Signal Processing

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[928] arXiv:2101.12704 (cross-list from cs.IT) [pdf, other]

Title: Federated Learning over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis

Hong Xing, Osvaldo Simeone, Suzhi Bi

Comments: 46 pages, 9 figures, to appear in IEEE J. Sel. Areas Commun

Subjects: Information Theory (cs.IT); Machine Learning (cs.LG); Networking and Internet Architecture (cs.NI); Signal Processing (eess.SP)