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Information Theory

Authors and titles for recent submissions, skipping first 96

[ total of 73 entries: 1-73 ]
[ showing up to 79 entries per page: fewer | more ]

Fri, 7 Jun 2024

[1]  arXiv:2406.04141 [pdf, other]
Title: Coding Over Coupon Collector Channels for Combinatorial Motif-Based DNA Storage
Authors: Roman Sokolovskii, Parv Agarwal, Luis Alberto Croquevielle, Zijian Zhou, Thomas Heinis
Comments: 11 pages, 8 figures
Subjects: Information Theory (cs.IT)
[2]  arXiv:2406.03918 [pdf, ps, other]
Title: The α-Lomax Distribution: A Compound Channel Model
Authors: Osamah S. Badarneh, Daniel Benevides da Costa
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[3]  arXiv:2406.03888 [pdf, ps, other]
Title: MSE-Based Training and Transmission Optimization for MIMO ISAC Systems
Authors: Zhenyao He, Wei Xu, Hong Shen, Yonina C. Eldar, Xiaohu You
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[4]  arXiv:2406.03803 [pdf, ps, other]
Title: Determining the Weight Spectrum of the Reed--Muller Codes RM(m-6,m)
Authors: Yueying Lou, Qichun Wang
Subjects: Information Theory (cs.IT)
[5]  arXiv:2406.03773 [pdf, other]
Title: Optimizing Multi-User Semantic Communication via Transfer Learning and Knowledge Distillation
Authors: Loc X. Nguyen, Kitae Kim, Ye Lin Tun, Sheikh Salman Hassan, Yan Kyaw Tun, Zhu Han, Choong Seon Hong
Comments: 5 pages, 5 figures
Subjects: Information Theory (cs.IT)
[6]  arXiv:2406.03693 [pdf, ps, other]
Title: New MDS codes of non-GRS type and NMDS codes
Authors: Yujie Zhi, Shixin Zhu
Subjects: Information Theory (cs.IT)
[7]  arXiv:2406.03548 [pdf, other]
Title: Robust Communication and Computation using Deep Learning via Joint Uncertainty Injection
Authors: Robert-Jeron Reifert, Hayssam Dahrouj, Alaa Alameer Ahmad, Haris Gacanin, Aydin Sezgin
Comments: 7 pages, 6 figures, one table. Accepted for presentation at the 19th International Symposium on Wireless Communication Systems 2024 (ISWCS 2024)
Subjects: Information Theory (cs.IT); Machine Learning (cs.LG)
[8]  arXiv:2406.04282 (cross-list from eess.SP) [pdf, other]
Title: A Statistical Characterization of Wireless Channels Conditioned on Side Information
Authors: Benedikt Böck, Michael Baur, Nurettin Turan, Dominik Semmler, Wolfgang Utschick
Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)
[9]  arXiv:2406.04188 (cross-list from eess.SP) [pdf, other]
Title: Digital Twin Aided RIS Communication: Robust Beamforming and Interference Management
Authors: Sadjad Alikhani, Ahmed Alkhateeb
Comments: Dataset and code files will be available soon on the DeepMIMIO website: this https URL
Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)
[10]  arXiv:2406.04034 (cross-list from math.CO) [pdf, ps, other]
Title: The geometry of intersecting codes and applications to additive combinatorics and factorization theory
Authors: Martino Borello, Wolfgang Schmid, Martin Scotti
Comments: 31 pages
Subjects: Combinatorics (math.CO); Information Theory (cs.IT); Number Theory (math.NT)
[11]  arXiv:2406.03824 (cross-list from cs.LG) [pdf, other]
Title: Predictability Analysis of Regression Problems via Conditional Entropy Estimations
Authors: Yu-Hsueh Fang, Chia-Yen Lee
Subjects: Machine Learning (cs.LG); Information Theory (cs.IT)
[12]  arXiv:2406.03766 (cross-list from eess.SP) [pdf, other]
Title: Privacy Preserving Semi-Decentralized Mean Estimation over Intermittently-Connected Networks
Authors: Rajarshi Saha, Mohamed Seif, Michal Yemini, Andrea J. Goldsmith, H. Vincent Poor
Comments: 14 pages, 6 figures. arXiv admin note: text overlap with arXiv:2303.00035
Subjects: Signal Processing (eess.SP); Distributed, Parallel, and Cluster Computing (cs.DC); Information Theory (cs.IT); Machine Learning (cs.LG); Systems and Control (eess.SY)
[13]  arXiv:2406.03694 (cross-list from cs.CV) [pdf, other]
Title: Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms
Authors: Mengyu Zhao, Xi Chen, Xin Yuan, Shirin Jalali
Subjects: Computer Vision and Pattern Recognition (cs.CV); Information Theory (cs.IT)
[14]  arXiv:2406.03652 (cross-list from q-fin.PM) [pdf, other]
Title: Ensembling Portfolio Strategies for Long-Term Investments: A Distribution-Free Preference Framework for Decision-Making and Algorithms
Authors: Duy Khanh Lam
Comments: 25 pages, 12 figures, 3 tables, working paper
Subjects: Portfolio Management (q-fin.PM); Information Theory (cs.IT); Machine Learning (cs.LG); Computational Finance (q-fin.CP)
[15]  arXiv:2406.01768 (cross-list from cs.NI) [pdf, other]
Title: TSpec-LLM: An Open-source Dataset for LLM Understanding of 3GPP Specifications
Authors: Rasoul Nikbakht, Mohamed Benzaghta, Giovanni Geraci
Subjects: Networking and Internet Architecture (cs.NI); Information Theory (cs.IT); Signal Processing (eess.SP)

Thu, 6 Jun 2024

[16]  arXiv:2406.03438 [pdf, other]
Title: CSI-GPT: Integrating Generative Pre-Trained Transformer with Federated-Tuning to Acquire Downlink Massive MIMO Channels
Authors: Ye Zeng, Li Qiao, Zhen Gao, Tong Qin, Zhonghuai Wu, Sheng Chen, Mohsen Guizani
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[17]  arXiv:2406.03427 [pdf, ps, other]
Title: The strong data processing inequality under the heat flow
Authors: Bo'az Klartag, Or Ordentlich
Subjects: Information Theory (cs.IT); Functional Analysis (math.FA)
[18]  arXiv:2406.03098 [pdf, ps, other]
Title: A Data and Model-Driven Deep Learning Approach to Robust Downlink Beamforming Optimization
Authors: Kai Liang, Gan Zheng, Zan Li, Kai-Kit Wong, Chan-Byoung Chae
Comments: This paper has been accepted for publication in the IEEE Journal on Selected Areas in Communications, Special Issue on Advanced Optimization Theory and Algorithms for Next Generation Wireless Communication Networks
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[19]  arXiv:2406.03087 [pdf, other]
Title: Lossless Image Compression Using Multi-level Dictionaries: Binary Images
Authors: Samar Agnihotri, Renu Rameshan, Ritwik Ghosal
Comments: 11 pages, 7 figures, and 5 tables
Subjects: Information Theory (cs.IT); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[20]  arXiv:2406.03011 [pdf, other]
Title: Huygens-Fresnel Model Based Position-Aided Phase Configuration for 1-Bit RIS Assisted Wireless Communication
Authors: Xiao Zheng, Wenchi Cheng, Jiangzhou Wang
Comments: 15 pages, accepted by IEEE TCOM (early access)
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[21]  arXiv:2406.02904 [pdf, ps, other]
Title: On Jacob Ziv's Individual-Sequence Approach to Information Theory
Authors: Neri Merhav
Comments: 10 pages, 3 figures, submitted to the IEEE BITS Magazine - The Information Theory Magazine
Subjects: Information Theory (cs.IT)
[22]  arXiv:2406.02898 [pdf, other]
Title: Location-Driven Beamforming for RIS-Assisted Near-Field Communications
Authors: Xiao Zheng, Wenchi Cheng, Jingqing Wang, Wei Zhang
Comments: 7 pages, 6 figures, accepted by IEEE Communication Magazine
Subjects: Information Theory (cs.IT)
[23]  arXiv:2406.02812 [pdf, ps, other]
Title: Secrecy Analysis of CSI Ratio-Based Transmitter Selection with Unreliable Backhaul
Authors: Burhan Wafai, Ankit Dubey, Chinmoy Kundu
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[24]  arXiv:2406.03213 (cross-list from quant-ph) [pdf, ps, other]
Title: Doubly minimized sandwiched Renyi mutual information: Properties and operational interpretation from strong converse exponent
Authors: Laura Burri
Comments: 17+27 pages, 1 figure, 2 tables, see similar work: arXiv:2406.01699 (see Section 1 for detailed information)
Subjects: Quantum Physics (quant-ph); Information Theory (cs.IT)
[25]  arXiv:2406.03162 (cross-list from eess.SP) [pdf, other]
Title: The Curse of Beam-Squint in ISAC: Causes, Implications, and Mitigation Strategies
Authors: Ahmet M. Elbir, Kumar Vijay Mishra, Abdulkadir Celik, Ahmed M. Eltawil
Comments: Accepted Paper in IEEE Communications Magazine
Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)
[26]  arXiv:2406.03086 (cross-list from cs.MA) [pdf, other]
Title: Task-Oriented Wireless Communications for Collaborative Perception in Intelligent Unmanned Systems
Authors: Sheng Zhou, Yukuan Jia, Ruiqing Mao, Zhaojun Nan, Yuxuan Sun, Zhisheng Niu
Comments: Accepted by IEEE Network Magazine
Subjects: Multiagent Systems (cs.MA); Information Theory (cs.IT); Machine Learning (cs.LG)
[27]  arXiv:2406.03072 (cross-list from cs.LG) [pdf, other]
Title: Local to Global: Learning Dynamics and Effect of Initialization for Transformers
Authors: Ashok Vardhan Makkuva, Marco Bondaschi, Chanakya Ekbote, Adway Girish, Alliot Nagle, Hyeji Kim, Michael Gastpar
Subjects: Machine Learning (cs.LG); Information Theory (cs.IT); Machine Learning (stat.ML)

Wed, 5 Jun 2024

[28]  arXiv:2406.02238 [pdf, ps, other]
Title: Local Properties of Reed-Solomon Codes and Random Linear Codes
Authors: Matan Levi, Jonathan Mosheiff, Nikhil Shagrithaya
Subjects: Information Theory (cs.IT)
[29]  arXiv:2406.02170 [pdf, other]
Title: MIMO Capacity Maximization with Beyond-Diagonal RIS
Authors: Ignacio Santamaria, Mohammad Soleymani, Eduard Jorswieck, Jesús Gutiérrez
Comments: 5 pages, 4 figures
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[30]  arXiv:2406.02164 [pdf, other]
Title: Sparse Recovery for Holographic MIMO Channels: Leveraging the Clustered Sparsity
Authors: Yuqing Guo, Xufeng Guo, Yuanbin Chen, Ying Wang
Comments: This manuscript has been submitted to IEEE journal, 5 pages, 3 figures
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[31]  arXiv:2406.02065 [pdf, ps, other]
Title: On the largest minimum distances of [n,6] LCD codes
Authors: Yang Liu, Ruihu Li
Comments: optimal linear code, LCD code,generalized anti-code, defining vector, reduced code
Subjects: Information Theory (cs.IT)
[32]  arXiv:2406.02012 [pdf, other]
Title: Improved Generalized Automorphism Belief Propagation Decoding
Authors: Jonathan Mandelbaum, Sisi Miao, Nils Albert Schwendemann, Holger Jäkel, Laurent Schmalen
Comments: Accepted for presentation at ISWCS'24; 2nd version: solved rendering issues
Subjects: Information Theory (cs.IT)
[33]  arXiv:2406.02001 [pdf, other]
Title: Higher-order Common Information
Authors: Jan Østergaard
Comments: Submitted to IEEE Transactions on Information Theory
Subjects: Information Theory (cs.IT)
[34]  arXiv:2406.01937 [pdf, other]
Title: Cramér-Rao Bound Analysis and Beamforming Design for Integrated Sensing and Communication with Extended Targets
Authors: Yiqiu Wang, Meixia Tao, Shu Sun
Comments: Submitted to IEEE Transactions on Wireless Communications. arXiv admin note: text overlap with arXiv:2312.10641
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[35]  arXiv:2406.01921 [pdf, other]
Title: A Novel Paradigm Shift for Next-Generation: Symbiotic Backscatter Rate-Splitting Multiple Access Systems
Authors: Thai-Hoc Vu, Daniel Benevides da Costa, Bao Vo Nguyen Quoc, Sunghwan Kim
Comments: This paper has been accepted by IEEE International Conference on Communications and Electronics 2024
Subjects: Information Theory (cs.IT); Emerging Technologies (cs.ET); Networking and Internet Architecture (cs.NI); Performance (cs.PF); Numerical Analysis (math.NA)
[36]  arXiv:2406.01903 [pdf, ps, other]
Title: Reverse PAC Codes: Look-ahead List Decoding
Authors: Xinyi Gu, Mohammad Rowshan, Jinhong Yuan
Comments: To appear in the proceedings of ISIT'24. It contains 6 pages, 3 figures, and 1 table
Subjects: Information Theory (cs.IT)
[37]  arXiv:2406.02105 (cross-list from cs.LG) [pdf, other]
Title: Kernel vs. Kernel: Exploring How the Data Structure Affects Neural Collapse
Authors: Vignesh Kothapalli, Tom Tirer
Comments: 34 pages, 14 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Information Theory (cs.IT); Machine Learning (stat.ML)
[38]  arXiv:2406.01922 (cross-list from eess.SP) [pdf, ps, other]
Title: Performance Analysis of Hybrid Cellular and Cell-free MIMO Network
Authors: Zhuoyin Dai, Jingran Xu, Xiaoli Xu, Ruoguang Li, Yong Zeng
Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)
[39]  arXiv:2406.01699 (cross-list from quant-ph) [pdf, ps, other]
Title: Doubly minimized Petz Renyi mutual information: Properties and operational interpretation from direct exponent
Authors: Laura Burri
Comments: 19+30 pages, 2 figures, 2 tables
Subjects: Quantum Physics (quant-ph); Information Theory (cs.IT)

Tue, 4 Jun 2024

[40]  arXiv:2406.01488 [pdf, other]
Title: Near-Field Beam Tracking with Extremely Large Dynamic Metasurface Antennas
Authors: Panagiotis Gavriilidis, George C. Alexandropoulos
Comments: 13 pages, 9 figures, submitted to an IEEE Transactions
Subjects: Information Theory (cs.IT); Emerging Technologies (cs.ET)
[41]  arXiv:2406.01426 [pdf, other]
Title: High Throughput Polar Code Decoders with Information Bottleneck Quantization
Authors: Claus Kestel, Lucas Johannsen, Norbert Wehn
Subjects: Information Theory (cs.IT)
[42]  arXiv:2406.01331 [pdf, other]
Title: Performance Trade-off of Integrated Sensing and Communications for Multi-User Backscatter Systems
Authors: Yuanming Tian, Dan Wang, Chuan Huang, Wei Zhang
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[43]  arXiv:2406.01313 [pdf, ps, other]
Title: 3D Trajectory Design for Energy-constrained Aerial CRNs Under Probabilistic LoS Channel
Authors: Hongjiang Lei, Xiaqiu Wu, Ki-Hong Park, Gaofeng Pan
Comments: 13 pages, 6 figures,submitted to the IEEE journal for review
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[44]  arXiv:2406.01031 [pdf, ps, other]
Title: Geometric constellation shaping for wireless optical intensity channels
Authors: Suhua Zhou, Tianqi Li, Zhaoxi Fang, Jing Zhou, Wenyi Zhang
Comments: 5 pages, 4 figures. This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible
Subjects: Information Theory (cs.IT)
[45]  arXiv:2406.00939 [pdf, ps, other]
Title: Bounds on f-Divergences between Distributions within Generalized Quasi-$\varepsilon$-Neighborhood
Authors: Xinchun Yu, Shuangqing Wei, Shao-Lun Huang, Xiao-Ping Zhang
Subjects: Information Theory (cs.IT)
[46]  arXiv:2406.00744 [pdf, ps, other]
Title: A Toolbox for Refined Information-Theoretic Analyses with Applications
Authors: Neri Merhav, Nir Weinberger
Comments: 154 pages, 1 figure, submitted for publication
Subjects: Information Theory (cs.IT)
[47]  arXiv:2406.00720 [pdf, other]
Title: Age-Gain-Dependent Random Access for Event-Driven Periodic Updating
Authors: Yuqing Zhu, Yiwen Zhu, Aoyu Gong, Yan Lin, Yuan-Hsuan Lo, Yijin Zhang
Subjects: Information Theory (cs.IT)
[48]  arXiv:2406.00689 [pdf, other]
Title: Hybrid Beamforming Design for Integrated Sensing and Communication Exploiting Prior Information
Authors: Yizhuo Wang, Shuowen Zhang
Comments: submitted for possible conference publication
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[49]  arXiv:2406.00594 [pdf, ps, other]
Title: Artificial General Intelligence (AGI) for the oil and gas industry: a review
Authors: Jimmy Xuekai Li, Tiancheng Zhang, Yiran Zhu, Zhongwei Chen
Comments: 20 Pages, Review paper, 15 Figures
Subjects: Information Theory (cs.IT)
[50]  arXiv:2406.00563 [pdf, other]
Title: Reflection Map Construction: Enhancing and Speeding Up Indoor Localization
Authors: Milad Johnny, Shahrokh Valaee
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[51]  arXiv:2406.00556 [pdf, other]
Title: Lens-Type Redirective Intelligent Surfaces for Multi-User MIMO Communication
Authors: Bamelak Tadele, Faouzi Bellili, Amine Mezghani, Md Jawwad Chowdhury, Haseeb Ur Rehman
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[52]  arXiv:2406.00538 [pdf, other]
Title: Cost-Effectiveness Analysis and Design of Cost-Efficient Cell-Free Massive MIMO Systems
Authors: Wei Jiang, Hans D. Schotten
Comments: 2024 Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC 2024)
Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)
[53]  arXiv:2406.00425 [pdf, ps, other]
Title: Toward Quantum CSS-T Codes from Sparse Matrices
Authors: Eduardo Camps-Moreno, Hiram H. López, Gretchen L. Matthews, Emily McMillon
Subjects: Information Theory (cs.IT)
[54]  arXiv:2406.00256 [pdf, other]
Title: Over-the-Air Collaborative Inference with Feature Differential Privacy
Authors: Mohamed Seif, Yuqi Nie, Andrea Goldsmith, Vincent Poor
Subjects: Information Theory (cs.IT); Cryptography and Security (cs.CR)
[55]  arXiv:2406.00163 [pdf, other]
Title: A Stochastic Incentive-based Demand Response Program for Virtual Power Plant with Solar, Battery, Electric Vehicles, and Controllable Loads
Authors: Pratik Harsh, Hongjian Sun, Debapriya Das, Goyal Awagan, Jing Jiang
Comments: 11 pages, 8 figures, submitted to IEEE Transactions on Industry Applications for potential publication
Subjects: Information Theory (cs.IT); Systems and Control (eess.SY)
[56]  arXiv:2406.01539 (cross-list from cs.LG) [pdf, other]
Title: Physics-informed deep learning and compressive collocation for high-dimensional diffusion-reaction equations: practical existence theory and numerics
Authors: Simone Brugiapaglia, Nick Dexter, Samir Karam, Weiqi Wang
Subjects: Machine Learning (cs.LG); Information Theory (cs.IT); Numerical Analysis (math.NA)
[57]  arXiv:2406.01174 (cross-list from cs.DS) [pdf, other]
Title: Linear Index for Logarithmic Search-Time for any String under any Internal Node in Suffix Trees
Authors: Anas Al-okaily
Subjects: Data Structures and Algorithms (cs.DS); Computational Complexity (cs.CC); Information Theory (cs.IT)
[58]  arXiv:2406.01149 (cross-list from stat.ML) [pdf, ps, other]
Title: Agnostic Learning of Mixed Linear Regressions with EM and AM Algorithms
Authors: Avishek Ghosh, Arya Mazumdar
Comments: To appear in ICML 2024
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Information Theory (cs.IT); Machine Learning (cs.LG)
[59]  arXiv:2406.01138 (cross-list from eess.SP) [pdf, ps, other]
Title: Precise Analysis of Covariance Identifiability for Activity Detection in Grant-Free Random Access
Authors: Shengsong Luo, Junjie Ma, Chongbin Xu, Xin Wang
Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)
[60]  arXiv:2406.00951 (cross-list from cs.CY) [pdf, ps, other]
Title: How disinformation and fake news impact public policies?: A review of international literature
Authors: Ergon Cugler de Moraes Silva, Jose Carlos Vaz
Subjects: Computers and Society (cs.CY); Information Theory (cs.IT)
[61]  arXiv:2406.00655 (cross-list from cs.LG) [pdf, other]
Title: Generalized Exponentiated Gradient Algorithms and Their Application to On-Line Portfolio Selection
Authors: Andrzej Cichocki, Sergio Cruces, Auxiliadora Sarmiento, Toshihisa Tanaka
Subjects: Machine Learning (cs.LG); Information Theory (cs.IT); Portfolio Management (q-fin.PM)
[62]  arXiv:2406.00499 (cross-list from cs.LG) [pdf, ps, other]
Title: Conformal Transformation of Kernels: A Geometric Perspective on Text Classification
Authors: Ioana Rădulescu (Lăzărescu), Alexandra Băicoianu, Adela Mihai
Comments: 30 pages
Subjects: Machine Learning (cs.LG); Information Theory (cs.IT); Differential Geometry (math.DG)
[63]  arXiv:2406.00300 (cross-list from cs.LG) [pdf, other]
Title: Coded Computing: A Learning-Theoretic Framework
Authors: Parsa Moradi, Behrooz Tahmasebi, Mohammad Ali Maddah-Ali
Comments: 28 pages, 4 figures
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Information Theory (cs.IT)
[64]  arXiv:2406.00243 (cross-list from math.CO) [pdf, ps, other]
Title: There are no good infinite families of toric codes
Authors: Jason P. Bell, Sean Monahan, Matthew Satriano, Karen Situ, Zheng Xie
Comments: 10 pages. Comments welcome
Subjects: Combinatorics (math.CO); Information Theory (cs.IT); Algebraic Geometry (math.AG)

Mon, 3 Jun 2024

[65]  arXiv:2405.20993 [pdf, other]
Title: Information limits and Thouless-Anderson-Palmer equations for spiked matrix models with structured noise
Authors: Jean Barbier, Francesco Camilli, Marco Mondelli, Yizhou Xu
Subjects: Information Theory (cs.IT); Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (cs.LG); Statistics Theory (math.ST)
[66]  arXiv:2405.20877 [pdf, other]
Title: Waveform Design for Over-the-Air Computing
Authors: Nikos G. Evgenidis, Nikos A. Mitsiou, Sotiris A. Tegos, Panagiotis D. Diamantoulakis, Panagiotis Sarigiannidis, Ioannis T. Rekanos, George K. Karagiannidis
Comments: 14 pages
Subjects: Information Theory (cs.IT); Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG); Signal Processing (eess.SP); Statistics Theory (math.ST)
[67]  arXiv:2405.20524 [pdf, other]
Title: Practical implementation of geometric quasi-cyclic LDPC codes
Authors: Simeon Ball, Tomàs Ortega
Subjects: Information Theory (cs.IT); Discrete Mathematics (cs.DM); Combinatorics (math.CO)
[68]  arXiv:2405.20782 (cross-list from cs.CR) [pdf, other]
Title: Universal Exact Compression of Differentially Private Mechanisms
Authors: Yanxiao Liu, Wei-Ning Chen, Ayfer Özgür, Cheuk Ting Li
Comments: 30 pages, 3 figures
Subjects: Cryptography and Security (cs.CR); Information Theory (cs.IT); Machine Learning (stat.ML)
[69]  arXiv:2405.20626 (cross-list from cs.IR) [pdf, other]
Title: Causal Distillation for Alleviating Performance Heterogeneity in Recommender Systems
Authors: Shengyu Zhang, Ziqi Jiang, Jiangchao Yao, Fuli Feng, Kun Kuang, Zhou Zhao, Shuo Li, Hongxia Yang, Tat-Seng Chua, Fei Wu
Comments: TKDE 2023
Subjects: Information Retrieval (cs.IR); Information Theory (cs.IT)
[70]  arXiv:2405.20559 (cross-list from physics.optics) [pdf, other]
Title: Universal evaluation and design of imaging systems using information estimation
Authors: Henry Pinkard, Leyla Kabuli, Eric Markley, Tiffany Chien, Jiantao Jiao, Laura Waller
Subjects: Optics (physics.optics); Computer Vision and Pattern Recognition (cs.CV); Information Theory (cs.IT); Image and Video Processing (eess.IV); Data Analysis, Statistics and Probability (physics.data-an)
[71]  arXiv:2405.20452 (cross-list from cs.LG) [pdf, other]
Title: Understanding Encoder-Decoder Structures in Machine Learning Using Information Measures
Authors: Jorge F. Silva, Victor Faraggi, Camilo Ramirez, Alvaro Egana, Eduardo Pavez
Subjects: Machine Learning (cs.LG); Information Theory (cs.IT); Machine Learning (stat.ML)
[72]  arXiv:2405.20405 (cross-list from cs.DS) [pdf, other]
Title: Private Mean Estimation with Person-Level Differential Privacy
Authors: Sushant Agarwal, Gautam Kamath, Mahbod Majid, Argyris Mouzakis, Rose Silver, Jonathan Ullman
Comments: 67 pages, 3 figures
Subjects: Data Structures and Algorithms (cs.DS); Cryptography and Security (cs.CR); Information Theory (cs.IT); Machine Learning (cs.LG); Machine Learning (stat.ML)
[73]  arXiv:2405.20368 (cross-list from math.CO) [pdf, ps, other]
Title: Sphere packing proper colorings of an expander graph
Authors: Honglin Zhu
Comments: 17 pages, 2 figues
Subjects: Combinatorics (math.CO); Information Theory (cs.IT)
[ total of 73 entries: 1-73 ]
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