Search results for "heterogeneity"

Hits ?▲	Authors	Title	Venue	Year	Link
11	Yu Huang, Yanying Wang, Le Tian, Chunhui Zhang	The Effect of Age on Motorcyclist Injury Severities in Multi-Vehicle Motorcycle Crashes: Accounting for Unobserved Heterogeneity and Insights From Out-of-Sample Prediction.	IEEE Access	2023	DBLP DOI BibTeX RDF
11	Ahmed M. Abdelmoniem, Chen-Yu Ho 0001, Pantelis Papageorgiou, Marco Canini	A Comprehensive Empirical Study of Heterogeneity in Federated Learning.	IEEE Internet Things J.	2023	DBLP DOI BibTeX RDF
11	Keihaneh Kia, Amir Rajabzadeh	HDSAP: heterogeneity-aware dynamic scheduling algorithm to improve performance of nanoscale many-core processors for unknown workloads.	J. Supercomput.	2023	DBLP DOI BibTeX RDF
11	Anuj Sachan, Neetesh Kumar	S-Edge: heterogeneity-aware, light-weighted, and edge computing integrated adaptive traffic light control framework.	J. Supercomput.	2023	DBLP DOI BibTeX RDF
11	Jiu Yong, Jianguo Wei, Yangping Wang, Jianwu Dang 0002, Xiaomei Lei, Wenhuan Lu	Heterogeneity in Extended Reality Influences Procedural Knowledge Gain and Operation Training.	IEEE Trans. Learn. Technol.	2023	DBLP DOI BibTeX RDF
11	Shikun Wang, Yuanshi Wang	Effects of heterogeneity and spatial pattern in multi-patch consumer-resource systems with asymmetric diffusion.	Math. Comput. Simul.	2023	DBLP DOI BibTeX RDF
11	Xiong Li, Yangkai Lin, Chengwang Xie, Zejun Li, Min Chen 0028, Peng Wang 0035, Juan Zhou	A Clustering Method Unifying Cell-Type Recognition and Subtype Identification for Tumor Heterogeneity Analysis.	IEEE ACM Trans. Comput. Biol. Bioinform.	2023	DBLP DOI BibTeX RDF
11	Xiaoqing Cheng, Chang Yan, Hao Jiang 0009, Yushan Qiu	scHOIS: Determining Cell Heterogeneity Through Hierarchical Clustering Based on Optimal Imputation Strategy.	IEEE ACM Trans. Comput. Biol. Bioinform.	2023	DBLP DOI BibTeX RDF
11	Zhao Li, Jing Zhang, Guozhong Zheng, Li Chen, Jiqiang Zhang, Weiran Cai	A generative hypergraph model for double heterogeneity.	J. Complex Networks	2023	DBLP DOI BibTeX RDF
11	Huiling Zheng, Jun Yang 0018, Yu Zhao 0003	Reliability demonstration test plan for degraded products subject to Gamma process with unit heterogeneity.	Reliab. Eng. Syst. Saf.	2023	DBLP DOI BibTeX RDF
11	Huiling Zheng, Jun Yang 0018, Houbao Xu, Yu Zhao 0003	Reliability acceptance sampling plan for degraded products subject to Wiener process with unit heterogeneity.	Reliab. Eng. Syst. Saf.	2023	DBLP DOI BibTeX RDF
11	Zhimin Han, Yi Wang, Jinde Cao	Impact of contact heterogeneity on initial growth behavior of an epidemic: Complex network-based approach.	Appl. Math. Comput.	2023	DBLP DOI BibTeX RDF
11	James F. Fleming, Torsten H. Struck	nRCFV: a new, dataset-size-independent metric to quantify compositional heterogeneity in nucleotide and amino acid datasets.	BMC Bioinform.	2023	DBLP DOI BibTeX RDF
11	Nan Shao, Chenshuo Ren, Tianyuan Hu, Dianbing Wang, Xiaofan Zhu, Min Li, Tao Cheng, Yingchi Zhang, Xian-En Zhang	Detection of continuous hierarchical heterogeneity by single-cell surface antigen analysis in the prognosis evaluation of acute myeloid leukaemia.	BMC Bioinform.	2023	DBLP DOI BibTeX RDF
11	Yiyun Rao, Nabeel Ahmed, Justin Pritchard, Edward P. O'Brien	Incorporating mutational heterogeneity to identify genes that are enriched for synonymous mutations in cancer.	BMC Bioinform.	2023	DBLP DOI BibTeX RDF
11	Muhammad Asif 0009, Hugo F. M. C. Martiniano, Andre Lamurias, Samina Kausar, Francisco M. Couto	DGH-GO: dissecting the genetic heterogeneity of complex diseases using gene ontology.	BMC Bioinform.	2023	DBLP DOI BibTeX RDF
11	Valentina Nale, Alice Chiodi, Noemi Di Nanni, Ingrid Cifola, Marco Moscatelli, Cinzia Cocola, Matteo Gnocchi, Eleonora Piscitelli, Ada Sula, Ileana Zucchi, Rolland A. Reinbold, Luciano Milanesi, Alessandra Mezzelani, Paride Pelucchi, Ettore Mosca	scMuffin: an R package to disentangle solid tumor heterogeneity by single-cell gene expression analysis.	BMC Bioinform.	2023	DBLP DOI BibTeX RDF
11	Yuichiro Sueoka, Mitsuki Okada, Yusuke Tsunoda, Yasuhiro Sugimoto, Koichi Osuka	Exploration of a Simple Navigation Method for Swarm Robots Pioneered by Heterogeneity.	J. Robotics Mechatronics	2023	DBLP DOI BibTeX RDF
11	Ming-Nan Chen, Chih-Chiang Fang	Optimal Decision for Repairable Products Sale and Warranty under Two-Dimensional Deterioration with Consideration of Production Capacity and Customers' Heterogeneity.	Axioms	2023	DBLP DOI BibTeX RDF
11	Zhengfang Ni, Minghui Jiang 0003, Wentao Zhan	Default Prediction with Industry-Specific Default Heterogeneity Indicators Based on the Forward Intensity Model.	Axioms	2023	DBLP DOI BibTeX RDF
11	Yajun Huang, Wenping Yu, Yao Xiao, Zengjing Song, Dandan Li, Jianguang Wen, Baochang Gong, Mingguo Ma	Spatiotemporal Heterogeneity of Multiple In Situ Observational Sites and Its Site Deployment Optimization Strategy.	IEEE Trans. Geosci. Remote. Sens.	2023	DBLP DOI BibTeX RDF
11	Hao Zhou, Keren Dai, Saied Pirasteh, Rongpeng Li, Jianming Xiang, Zhenhong Li 0001	InSAR Spatial-Heterogeneity Tropospheric Delay Correction in Steep Mountainous Areas Based on Deep Learning for Landslides Monitoring.	IEEE Trans. Geosci. Remote. Sens.	2023	DBLP DOI BibTeX RDF
11	Jiaming Pei, Zhi Yu, Jinhai Li, Mian Ahmad Jan, Kuruva Lakshmanna	TKAGFL: A Federated Communication Framework Under Data Heterogeneity.	IEEE Trans. Netw. Sci. Eng.	2023	DBLP DOI BibTeX RDF
11	Salem Benferhat, Karim Tabia	Special journal issue on Uncertainty, Heterogeneity, Reliability and Explainability in AI.	Int. J. Approx. Reason.	2023	DBLP DOI BibTeX RDF
11	Jianchao Sheng, Shaofu Du, Tengfei Nie, Yangguang Zhu	Dynamic pricing vs. pre-announced pricing in supply chain with consumer heterogeneity.	Electron. Commer. Res. Appl.	2023	DBLP DOI BibTeX RDF
11	Peter Leese, Adit Anand, Andrew T. Girvin, Amin Manna, Saaya Patel, Yun Jae Yoo, Rachel Wong, Melissa A. Haendel, Christopher G. Chute, Tellen D. Bennett, Janos G. Hajagos, Emily R. Pfaff, Richard A. Moffitt	Clinical encounter heterogeneity and methods for resolving in networked EHR data: a study from N3C and RECOVER programs.	J. Am. Medical Informatics Assoc.	2023	DBLP DOI BibTeX RDF
11	Thanapong Champahom, Panuwat Wisutwattanasak, Chamroeun Se, Chinnakrit Banyong, Sajjakaj Jomnonkwao, Vatanavongs Ratanavaraha	Analysis of Factors Associated with Highway Personal Car and Truck Run-Off-Road Crashes: Decision Tree and Mixed Logit Model with Heterogeneity in Means and Variances Approaches.	Informatics	2023	DBLP DOI BibTeX RDF
11	Xiao Zhang 0015, Qilin Wang, Ziming Ye, Haochao Ying, Dongxiao Yu	Federated Representation Learning With Data Heterogeneity for Human Mobility Prediction.	IEEE Trans. Intell. Transp. Syst.	2023	DBLP DOI BibTeX RDF
11	Hanning Mi, Sijie Chen 0001, Jian Ping, Zheng Yan 0003	Traffic Equilibrium Considering Heterogeneity Across Electric Vehicles.	IEEE Trans. Intell. Transp. Syst.	2023	DBLP DOI BibTeX RDF
11	Venkatesan Muthukumar, R. Sivakami, Vinoth Kumar Venkatesan, J. Balajee, T. R. Mahesh 0001, E. Mohan, B. Swapna	Optimizing Heterogeneity in IoT Infra Using Federated Learning and Blockchain-based Security Strategies.	Int. J. Comput. Commun. Control	2023	DBLP DOI BibTeX RDF
11	Shakuntala Dhurua, Madhurima Jana	Sulfation Effects of Chondroitin Sulfate to Bind a Chemokine in Aqueous Medium: Conformational Heterogeneity and Dynamics from Molecular Simulation.	J. Chem. Inf. Model.	2023	DBLP DOI BibTeX RDF
11	Yiqun Xie, Weiye Chen, Erhu He, Xiaowei Jia, Han Bao 0003, Xun Zhou, Rahul Ghosh, Praveen Ravirathinam	Harnessing heterogeneity in space with statistically guided meta-learning.	Knowl. Inf. Syst.	2023	DBLP DOI BibTeX RDF
11	Maalavika Pillai, Emilia Hojel, Mohit Kumar Jolly, Yogesh Goyal	Unraveling non-genetic heterogeneity in cancer with dynamical models and computational tools.	Nat. Comput. Sci.	2023	DBLP DOI BibTeX RDF
11	Tyreal Yizhou Qian, Bo Yu, Robbie Matz, Lei Luo, Chenglong Xu	Gamification for consumer loyalty: An exploration of unobserved heterogeneity in gamified esports social live streaming.	Telematics Informatics	2023	DBLP DOI BibTeX RDF
11	Yeongbae Choe, Jooa Baek, Hyesun Kim	Heterogeneity in consumer preference toward mega-sport event travel packages: Implications for smart tourism marketing strategy.	Inf. Process. Manag.	2023	DBLP DOI BibTeX RDF
11	Tao Jiang 0023, Li Gao, Xudong Chai, Qihui Bu	Psychological Heterogeneity in a Queue: The Impact of Loss Aversion on Service Pricing.	J. Syst. Sci. Complex.	2023	DBLP DOI BibTeX RDF
11	Qiong Wu 0009, Xu Chen 0004, Tao Ouyang, Zhi Zhou 0006, Xiaoxi Zhang, Shusen Yang, Junshan Zhang	HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association.	IEEE Trans. Parallel Distributed Syst.	2023	DBLP DOI BibTeX RDF
11	Tao Chang, Li Li 0064, Meihan Wu, Wei Yu, Xiaodong Wang 0002, Cheng-Zhong Xu 0001	GraphCS: Graph-based client selection for heterogeneity in federated learning.	J. Parallel Distributed Comput.	2023	DBLP DOI BibTeX RDF
11	Yuchang Sun 0001, Jiawei Shao, Yuyi Mao, Jessie Hui Wang, Jun Zhang 0004	Semi-Decentralized Federated Edge Learning With Data and Device Heterogeneity.	IEEE Trans. Netw. Serv. Manag.	2023	DBLP DOI BibTeX RDF
11	Sriram Somanchi, Ahmed Abbasi, Ken Kelley, David G. Dobolyi, Ted Tao Yuan	Examining User Heterogeneity in Digital Experiments.	ACM Trans. Inf. Syst.	2023	DBLP DOI BibTeX RDF
11	Antoine Allard, Cristopher Moore, Samuel V. Scarpino, Benjamin M. Althouse, Laurent Hébert-Dufresne	The Role of Directionality, Heterogeneity, and Correlations in Epidemic Risk and Spread.	SIAM Rev.	2023	DBLP DOI BibTeX RDF
11	Zhenhua Yu 0002, Furui Liu, Fangyuan Shi, Fang Du	rcCAE: a convolutional autoencoder method for detecting intra-tumor heterogeneity and single-cell copy number alterations.	Briefings Bioinform.	2023	DBLP DOI BibTeX RDF
11	Jie Hao, Jiawei Zou, Jiaqiang Zhang, Ke Chen, Duojiao Wu, Wei Cao, Guoguo Shang, Jean Yee Hwa Yang, KongFatt Wong-Lin, Hourong Sun, Zhen Zhang, Xiangdong Wang, Wantao Chen, Xin Zou	scSTAR reveals hidden heterogeneity with a real-virtual cell pair structure across conditions in single-cell RNA sequencing data.	Briefings Bioinform.	2023	DBLP DOI BibTeX RDF
11	Ziyang Tang, Xiang Liu, Zuotian Li, Tonglin Zhang, Baijian Yang 0001, Jing Su, Qianqian Song	SpaRx: elucidate single-cell spatial heterogeneity of drug responses for personalized treatment.	Briefings Bioinform.	2023	DBLP DOI BibTeX RDF
11	Andy J. Wu, Akila Perera, Linganesan Kularatnarajah, Anna Korsakova, Jason J. Pitt	Mutational signature assignment heterogeneity is widespread and can be addressed by ensemble approaches.	Briefings Bioinform.	2023	DBLP DOI BibTeX RDF
11	Lei Sun, Gongming Wang, Zhihua Zhang	SimCH: simulation of single-cell RNA sequencing data by modeling cellular heterogeneity at gene expression level.	Briefings Bioinform.	2023	DBLP DOI BibTeX RDF
11	Matt J. Thorstensen, Alyssa M. Weinrauch, William S. Bugg, Ken M. Jeffries, W. Gary Anderson	Tissue-specific transcriptomes reveal potential mechanisms of microbiome heterogeneity in an ancient fish.	Database J. Biol. Databases Curation	2023	DBLP DOI BibTeX RDF
11	Adnan Ahmad, Wei Luo 0001, Antonio Robles-Kelly	Robust federated learning under statistical heterogeneity via hessian-weighted aggregation.	Mach. Learn.	2023	DBLP DOI BibTeX RDF
11	Hao Guo, Andre Python, Yu Liu 0003	Extending regionalization algorithms to explore spatial process heterogeneity.	Int. J. Geogr. Inf. Sci.	2023	DBLP DOI BibTeX RDF
11	Peng Luo, Yongze Song, Di Zhu 0004, Junyi Cheng, Liqiu Meng	A generalized heterogeneity model for spatial interpolation.	Int. J. Geogr. Inf. Sci.	2023	DBLP DOI BibTeX RDF
11	Chloe N. Winston, Dana Mastrovito, Eric Shea-Brown, Stefan Mihalas	Heterogeneity in Neuronal Dynamics Is Learned by Gradient Descent for Temporal Processing Tasks.	Neural Comput.	2023	DBLP DOI BibTeX RDF
11	Guido Costa, Lara Cavinato, Francesco Fiz, Martina Sollini, Arturo Chiti, Guido Torzilli, Francesca Ieva, Luca Viganò 0004	Mapping Tumor Heterogeneity via Local Entropy Assessment: Making Biomarkers Visible.	J. Digit. Imaging	2023	DBLP DOI BibTeX RDF
11	Wilson Lin, Susan Feng Lu, Tianshu Sun	Worker Experience and Donor Heterogeneity: The Impact of Charitable Workers on Donors' Blood Donation Decisions.	Manuf. Serv. Oper. Manag.	2023	DBLP DOI BibTeX RDF
11	Zhijie Xie, Shenghui Song 0001	FedKL: Tackling Data Heterogeneity in Federated Reinforcement Learning by Penalizing KL Divergence.	IEEE J. Sel. Areas Commun.	2023	DBLP DOI BibTeX RDF
11	Yuwei Wang, Bin Lian, Haohui Zhang, Yuanke Zhong, Jie He, Fashuai Wu, Knut Reinert, Xuequn Shang, Hui Yang, Jialu Hu	A multi-view latent variable model reveals cellular heterogeneity in complex tissues for paired multimodal single-cell data.	Bioinform.	2023	DBLP DOI BibTeX RDF
11	Xuhua Yan, Ruiqing Zheng, Fang-Xiang Wu, Min Li 0007	CLAIRE: contrastive learning-based batch correction framework for better balance between batch mixing and preservation of cellular heterogeneity.	Bioinform.	2023	DBLP DOI BibTeX RDF
11	Adam Streck, Tom L. Kaufmann, Roland F. Schwarz	SMITH: spatially constrained stochastic model for simulation of intra-tumour heterogeneity.	Bioinform.	2023	DBLP DOI BibTeX RDF
11	Zhikang Wang, Yue Bi, Tong Pan, Xiaoyu Wang, Chris Bain, Richard Bassed, Seiya Imoto, Jianhua Yao 0001, Roger J. Daly, Jiangning Song	Targeting tumor heterogeneity: multiplex-detection-based multiple instance learning for whole slide image classification.	Bioinform.	2023	DBLP DOI BibTeX RDF
11	Intidhar Bedhief, Meriem Kassar, Taoufik Aguili	Empowering SDN-Docker Based Architecture for Internet of Things Heterogeneity.	J. Netw. Syst. Manag.	2023	DBLP DOI BibTeX RDF
11	Danish Gufran, Sudeep Pasricha	FedHIL: Heterogeneity Resilient Federated Learning for Robust Indoor Localization with Mobile Devices.	ACM Trans. Embed. Comput. Syst.	2023	DBLP DOI BibTeX RDF
11	Hang Yu, Xiangjie Yin, Zhiheng Liu, Suiping Zhou, Chenyang Li, Haoran Jiang	A Novel Unsupervised Evaluation Metric Based on Heterogeneity Features for SAR Image Segmentation.	IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.	2023	DBLP DOI BibTeX RDF
11	Jiajun Chen, Chi Wan Sung, Terence H. Chan	Heterogeneity Shifts the Storage-Computation Tradeoff in Secure Multi-Cloud Systems.	IEEE Trans. Inf. Theory	2023	DBLP DOI BibTeX RDF
11	Xumeng Wang, Wei Chen 0001, Jiazhi Xia, Zhen Wen, Rongchen Zhu, Tobias Schreck	HetVis: A Visual Analysis Approach for Identifying Data Heterogeneity in Horizontal Federated Learning.	IEEE Trans. Vis. Comput. Graph.	2023	DBLP DOI BibTeX RDF
11	Tong Chen 0005, Hongzhi Yin, Jie Ren, Zi Huang, Xiangliang Zhang 0001, Hao Wang 0005	Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning.	IEEE Trans. Knowl. Data Eng.	2023	DBLP DOI BibTeX RDF
11	Konstantin Mishchenko, Rustem Islamov, Eduard Gorbunov, Samuel Horváth	Partially Personalized Federated Learning: Breaking the Curse of Data Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Lucian Chan, Marcel L. Verdonk, Carl Poelking	Embracing assay heterogeneity with neural processes for markedly improved bioactivity predictions.	CoRR	2023	DBLP DOI BibTeX RDF
11	Matteo Bettini, Ajay Shankar, Amanda Prorok	System Neural Diversity: Measuring Behavioral Heterogeneity in Multi-Agent Learning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Lorenzo Valerio, Chiara Boldrini, Andrea Passarella, János Kertész, Márton Karsai, Gerardo Iñiguez	Coordination-free Decentralised Federated Learning on Complex Networks: Overcoming Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Sofiane Bouaziz, Hadjer Benmeziane, Youcef Imine, Leila Hamdad, Smaïl Niar, Hamza Ouarnoughi	FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Dipam Goswami, Yuyang Liu, Bartlomiej Twardowski, Joost van de Weijer 0001	FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Danish Gufran, Sudeep Pasricha	FedHIL: Heterogeneity Resilient Federated Learning for Robust Indoor Localization with Mobile Devices.	CoRR	2023	DBLP DOI BibTeX RDF
11	Kun Li, Shengling Wang 0001, Hongwei Shi, Xiuzhen Cheng 0001, Minghui Xu 0001	Spatial Crowdsourcing Task Allocation Scheme for Massive Data with Spatial Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafaël Pinot, Geovani Rizk	Robust Distributed Learning: Tight Error Bounds and Breakdown Point under Data Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Seth Bullock, Hiroki Sayama	Agent Heterogeneity Mediates Extremism in an Adaptive Social Network Model.	CoRR	2023	DBLP DOI BibTeX RDF
11	Giulia Chiari, Giada Fiandaca, Marcello Delitala	Hypoxia-resistance heterogeneity in tumours: the impact of geometrical characterization of environmental niches and evolutionary trade-offs. A mathematical approach.	CoRR	2023	DBLP DOI BibTeX RDF
11	Tailin Zhou, Jun Zhang, Danny H. K. Tsang	Mode Connectivity and Data Heterogeneity of Federated Learning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Danish Gufran, Saideep Tiku, Sudeep Pasricha	VITAL: Vision Transformer Neural Networks for Accurate Smartphone Heterogeneity Resilient Indoor Localization.	CoRR	2023	DBLP DOI BibTeX RDF
11	Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Anastasios Kyrillidis, Robert Sim	Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Guobin Shen, Dongcheng Zhao, Yiting Dong, Yang Li 0141, Yi Zeng 0001	Dive into the Power of Neuronal Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Nannan Wu, Li Yu 0003, Xuefeng Jiang, Kwang-Ting Cheng, Zengqiang Yan	FedNoRo: Towards Noise-Robust Federated Learning by Addressing Class Imbalance and Label Noise Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Jinqian Chen, Jihua Zhu, Qinghai Zheng	Towards Fast and Stable Federated Learning: Confronting Heterogeneity via Knowledge Anchor.	CoRR	2023	DBLP DOI BibTeX RDF
11	Pranay Sharma, Rohan Panda, Gauri Joshi	Federated Minimax Optimization with Client Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Tuo Zhang, Lei Gao, Sunwoo Lee, Mi Zhang 0002, Salman Avestimehr	TimelyFL: Heterogeneity-aware Asynchronous Federated Learning with Adaptive Partial Training.	CoRR	2023	DBLP DOI BibTeX RDF
11	Zimu Wang, Jiashuo Liu, Hao Zou 0001, Xingxuan Zhang, Yue He 0001, Dongxu Liang, Peng Cui 0001	Exploring and Exploiting Data Heterogeneity in Recommendation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Seongyoon Kim, Gihun Lee, Jaehoon Oh, Se-Young Yun	FedFN: Feature Normalization for Alleviating Data Heterogeneity Problem in Federated Learning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Mahdi Morafah, Weijia Wang 0002, Bill Lin 0001	A Practical Recipe for Federated Learning Under Statistical Heterogeneity Experimental Design.	CoRR	2023	DBLP DOI BibTeX RDF
11	Jiashuo Liu, Jiayun Wu, Bo Li 0064, Peng Cui 0001	Predictive Heterogeneity: Measures and Applications.	CoRR	2023	DBLP DOI BibTeX RDF
11	Peiran Xu 0002, Zeyu Wang 0008, Jieru Mei, Liangqiong Qu, Alan L. Yuille, Cihang Xie, Yuyin Zhou	FedConv: Enhancing Convolutional Neural Networks for Handling Data Heterogeneity in Federated Learning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Boris Velasevic, Rohit Parasnis, Christopher G. Brinton, Navid Azizan	On the Effects of Data Heterogeneity on the Convergence Rates of Distributed Linear System Solvers.	CoRR	2023	DBLP DOI BibTeX RDF
11	Xiaoqi Zhang, Jie Fu, Sheng Hua, Han Liang, Zi-Ke Zhang	Complexity of Government response to Covid-19 pandemic: A perspective of coupled dynamics on information heterogeneity and epidemic outbreak.	CoRR	2023	DBLP DOI BibTeX RDF
11	Zhenyu Sun, Xiaochun Niu, Ermin Wei	Understanding Generalization of Federated Learning via Stability: Heterogeneity Matters.	CoRR	2023	DBLP DOI BibTeX RDF
11	Xinyi Shang, Gang Huang, Yang Lu, Jian Lou 0001, Bo Han, Yiu-ming Cheung, Hanzi Wang	Federated Semi-Supervised Learning with Annotation Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Han Wang 0016, Aritra Mitra, Hamed Hassani, George J. Pappas, James Anderson 0001	Federated Temporal Difference Learning with Linear Function Approximation under Environmental Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Vik Shirvaikar, Chris Holmes	Targeting Relative Risk Heterogeneity with Causal Forests.	CoRR	2023	DBLP DOI BibTeX RDF
11	Yun-Hin Chan, Rui Zhou, Running Zhao, Zhihan Jiang, Edith C. H. Ngai	Internal Cross-layer Gradients for Extending Homogeneity to Heterogeneity in Federated Learning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Tiehua Zhang, Yuze Liu, Zhishu Shen, Xingjun Ma, Xin Chen, Xiaowei Huang, Jun Yin, Jiong Jin	Learning from Heterogeneity: A Dynamic Learning Framework for Hypergraphs.	CoRR	2023	DBLP DOI BibTeX RDF
11	Junghwan Lee	Federated Learning in Temporal Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF
11	Zhiqin Yang, Yonggang Zhang, Yu Zheng, Xinmei Tian 0001, Hao Peng, Tongliang Liu, Bo Han 0003	FedFed: Feature Distillation against Data Heterogeneity in Federated Learning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Xue Yao, Simeon C. Calvert, Serge P. Hoogendoorn	Identification of Driving Heterogeneity using Action-chains.	CoRR	2023	DBLP DOI BibTeX RDF
11	Zhijie Xie, S. H. Song	Client Selection for Federated Policy Optimization with Environment Heterogeneity.	CoRR	2023	DBLP DOI BibTeX RDF