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A Scalable Local Algorithm for Distributed Multivariate Regression

https://doi.org/10.1002/sam.10009
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/sam.10006openalex-snapshot
Distributed Decision‐Tree Induction in Peer‐to‐Peer Systems
inferredcites →https://doi.org/10.1006/jpdc.2000.1694openalex-snapshot
Distributed Multivariate Regression Using Wavelet-Based Collective Data Mining
inferredcites →https://doi.org/10.1007/978-3-540-30186-8_20openalex-snapshot
A Local Algorithm for Ad Hoc Majority Voting via Charge Fusion
inferredcites →https://doi.org/10.1007/978-3-540-45231-7_50openalex-snapshot
Distributed Regression for Heterogeneous Data Sets
inferredcites →https://doi.org/10.1007/bf00058655openalex-snapshot
Bagging predictors
inferredcites →https://doi.org/10.1016/j.ins.2005.11.007openalex-snapshot
Clustering distributed data streams in peer-to-peer environments
inferredcites →https://doi.org/10.1016/j.jpdc.2007.07.011openalex-snapshot
Distributed probabilistic inferencing in sensor networks using variational approximation
inferredcites →https://doi.org/10.1016/s0304-3975(96)00286-1openalex-snapshot
The local detection paradigm and its applications to self-stabilization
inferredcites →https://doi.org/10.1093/comjnl/7.4.308openalex-snapshot
A Simplex Method for Function Minimization
inferredcites →https://doi.org/10.1109/90.554729openalex-snapshot
A path-finding algorithm for loop-free routing
inferredcites →https://doi.org/10.1109/icdm.2004.10114openalex-snapshot
Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed Data
inferredcites →https://doi.org/10.1109/infcom.2005.1498447openalex-snapshot
Gossip algorithms: design, analysis and applications
inferredcites →https://doi.org/10.1109/jsac.2005.843553openalex-snapshot
Distributed computation of averages over ad hoc networks
inferredcites →https://doi.org/10.1109/mic.2006.74openalex-snapshot
Distributed Data Mining in Peer-to-Peer Networks
inferredcites →https://doi.org/10.1109/tkde.2007.190714openalex-snapshot
Distributed Identification of Top-l Inner Product Elements and its Application in a Peer-to-Peer Network
inferredcites →https://doi.org/10.1109/tsmcb.2004.836888openalex-snapshot
Association Rule Mining in Peer-to-Peer Systems
inferredcites →https://doi.org/10.1109/twc.2005.846971openalex-snapshot
Design and analysis of an MST-based topology control algorithm
inferredcites →https://doi.org/10.1137/0221015openalex-snapshot
Locality in Distributed Graph Algorithms
inferredcites →https://doi.org/10.1137/1.9781611972719.19openalex-snapshot
A Fourier Analysis Based Approach to Learning Decision Trees in a Distributed Environment
inferredcites →https://doi.org/10.1137/1.9781611972764.38openalex-snapshot
Local L2-Thresholding Based Data Mining in Peer-to-Peer Systems
inferredcites →https://doi.org/10.1145/1011767.1011811openalex-snapshot
What cannot be computed locally!
inferredcites →https://doi.org/10.1145/1081870.1081896openalex-snapshot
A distributed learning framework for heterogeneous data sources
inferredcites →https://doi.org/10.1145/1142473.1142508openalex-snapshot
A geometric approach to monitoring threshold functions over distributed data streams
inferredcites →https://doi.org/10.1145/1146381.1146399openalex-snapshot
Veracity radius
inferredcites →https://doi.org/10.1145/1233321.1233323openalex-snapshot
Client-side web mining for community formation in peer-to-peer environments
inferredcites →https://doi.org/10.1145/1281192.1281296openalex-snapshot
Distributed classification in peer-to-peer networks
inferredcites →https://doi.org/10.1145/167088.167149openalex-snapshot
What can be computed locally?
inferredcites →https://doi.org/10.1145/224964.224967openalex-snapshot
Fault-local distributed mending (extended abstract)
inferredcites →https://doi.org/10.1145/984622.984624openalex-snapshot
Distributed regression
inferredcites →https://doi.org/10.1214/aos/1016218223openalex-snapshot
Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)
inferredcites →https://doi.org/10.2307/2005041openalex-snapshot
Theory of Self-Reproducing Automata
inferredcites →https://doi.org/10.3233/his-2004-11-210openalex-snapshot
A Framework for Learning from Distributed Data Using Sufficient Statistics and Its Application to Learning Decision Trees
inferredcites →https://doi.org/10.7551/mitpress/1090.001.0001openalex-snapshot
Adaptation in Natural and Artificial Systems

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/sam.10120openalex-snapshot
Scalable, asynchronous, distributed eigen monitoring of astronomy data streams
inferred← citeshttps://doi.org/10.1002/sam.10125openalex-snapshot
Distributed anomaly detection using 1‐class SVM for vertically partitioned data
inferred← citeshttps://doi.org/10.1007/978-3-319-48317-7_19openalex-snapshot
Distributed Machine Learning with Context-Awareness for the Regression Task
inferred← citeshttps://doi.org/10.1007/978-3-642-28047-4_10openalex-snapshot
Making Data Analysis Ubiquitous: My Journey Through Academia and Industry
inferred← citeshttps://doi.org/10.1016/j.eswa.2016.10.008openalex-snapshot
Collaborative SVM classification in scale-free peer-to-peer networks
inferred← citeshttps://doi.org/10.1080/10556788.2010.511669openalex-snapshot
A new class of distributed optimization algorithms: application to regression of distributed data
inferred← citeshttps://doi.org/10.1109/fskd.2012.6234314openalex-snapshot
Optimized computing of parameters for functional regression in data mining
inferred← citeshttps://doi.org/10.1109/sccc.2013.24openalex-snapshot
Wind Speed Forecast under a Distributed Learning Approach
inferred← citeshttps://doi.org/10.1109/spawc.2009.5161746openalex-snapshot
A new distributed algorithm for parametric data modeling in wireless sensor networks
inferred← citeshttps://doi.org/10.1109/tkde.2008.169openalex-snapshot
A Generic Local Algorithm for Mining Data Streams in Large Distributed Systems
inferred← citeshttps://doi.org/10.1109/tkde.2014.2334326openalex-snapshot
Real-Time Semiparametric Regression for Distributed Data Sets
inferred← citeshttps://doi.org/10.1137/1.9781611972818.38openalex-snapshot
Distributed Monitoring of the R 2 Statistic for Linear Regression
inferred← citeshttps://doi.org/10.1201/b11822-35openalex-snapshot
Parallel and Distributed Data Mining for Astronomy Applications
inferred← citeshttps://doi.org/10.3182/20110828-6-it-1002.01620openalex-snapshot
Scalable Statistical Monitoring of Fleet Data
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