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References from Adaptation, Learning, and Optimization over Networks. Local targets link to admitted publications; unresolved targets remain external evidence.
Diffusion LMS strategies for parameter estimation over fading wireless channels
2013 · External reference
Opinion dynamics and learning in social networks
10.1007/s13235-010-0004-1 · 2011 · External reference
Complex-valued signal processing: The proper way to deal with impropriety
10.1109/tsp.2011.2162954 · 2011 · External reference
Distributed delayed stochastic optimization
2011 · External reference
Unresolved reference
1979 · External reference
Transient analysis of data-normalized adaptive filters
10.1109/tsp.2002.808106 · 2003 · External reference
Unresolved reference
2009 · External reference
Distributed Kalman filtering using weighted averaging
2006 · External reference
Distributed least-mean-square estimation with partial diffusion
10.1109/tsp.2013.2292035 · 2014 · External reference
Mean-square performance of a convex combination of two adaptive filters
10.1109/tsp.2005.863126 · 2006 · External reference
Interior gradient and proximal methods for convex and conic optimization
10.1137/s1052623403427823 · 2006 · External reference
Swarming honey bees guided by pheromones
10.1093/aesa/68.6.1079 · 1975 · External reference
Distributed average consensus with dithered quantization
10.1109/tsp.2008.927071 · 2008 · External reference
Broadcast gossip algorithms for consensus
10.1109/tsp.2009.2016247 · 2009 · External reference
Unresolved reference
2003 · External reference
Network biology: Understanding the cell’s functional organization
10.1038/nrg1272 · 2004 · External reference
Compressive sensing
2007 · External reference
Bio-inspired sensor network design
10.1109/msp.2007.361599 · 2007 · External reference
10.1017/cbo9780511791383
10.1017/cbo9780511791383 · 2008 · External reference
Unresolved reference
2006 · External reference
A fast iterative shrinkage-thresholding algorithm for linear inverse problems
10.1137/080716542 · 2009 · External reference
How does an informed minority of scouts guide a honey bee swarm as it flies to its new home?
10.1016/j.anbehav.2005.04.009 · 2006 · External reference
Unresolved reference
2010 · External reference
Order-optimal consensus through randomized path averaging
10.1109/tit.2010.2060050 · 2010 · External reference
Motile behavior of bacteria
10.1063/1.882934 · 2000 · External reference
A necessary and sufficient condition for reaching a consensus using DeGroot’s method
10.1080/01621459.1981.10477662 · 1981 · External reference
10.1137/1.9781611971262
10.1137/1.9781611971262 · 1994 · External reference
Diffusion bias-compensated RLS estimation over adaptive networks
10.1109/tsp.2011.2163631 · 2011 · External reference
Unresolved reference
2003 · External reference
A new class of incremental gradient methods for least squares problems
10.1137/s1052623495287022 · 1997 · External reference
Unresolved reference
1999 · External reference
Unresolved reference
1997 · External reference
Gradient convergence in gradient methods with errors
10.1137/s1052623497331063 · 2000 · External reference
Convergence of a distributed parameter estimator for sensor networks with local averaging of the estimates
2011 · External reference
A geometric interpretation of the metropolis-hastings algorithm
10.1214/ss/1015346318 · 2001 · External reference
Unresolved reference
2007 · External reference
Unresolved reference
2007 · External reference
A convergent incremental gradient method with a constant step size
10.1137/040615961 · 2008 · External reference
Convergence in multiagent coordination, consensus, and flocking
2005 · External reference
Multidimensional stochastic approximation methods
10.1214/aoms/1177728659 · 1954 · External reference
10.1007/978-1-4612-0619-4
10.1007/978-1-4612-0619-4 · 1998 · External reference
Fastest mixing Markov chain on a graph
10.1137/s0036144503423264 · 2004 · External reference
Randomized gossip algorithms
10.1109/tit.2006.874516 · 2006 · External reference
10.1561/2200000016 · 2010 · Admitted local publication
10.1017/cbo9780511804441
10.1017/cbo9780511804441 · 2004 · External reference
Running consensus in wireless sensor networks
2008 · External reference
A complex gradient operator and its apphcation in adaptive array theory
1983 · External reference
Regions in the complex plane containing the eigenvalues of a matrix
10.1080/00029890.1994.12004577 · 1994 · External reference
Unresolved reference
2011 · External reference
Unresolved reference
2003 · External reference
Enhancing sparsity by reweighted ℓ1 minimization
10.1007/s00041-008-9045-x · 2007 · External reference
Distributed Kalman filtering using consensus strategies
10.1109/jsac.2008.080505 · 2008 · External reference
Unresolved reference
2009 · External reference
Diffusion strategies for distributed Kalman filtering and smoothing
10.1109/tac.2010.2042987 · 2010 · External reference
Analysis of spatial and incremental LMS processing for distributed estimation
10.1109/tsp.2010.2100386 · 2011 · External reference
Modeling bird flight formations using diffusion adaptation
10.1109/tsp.2011.2107907 · 2011 · External reference
A diffusion RLS scheme for distributed estimation over adaptive networks
2007 · External reference
Diffusion recursive leastsquares for distributed estimation over adaptive networks
10.1109/tsp.2007.913164 · 2008 · External reference
Diffusion strategies for distributed Kalman filtering: Formulation and performance analysis
2008 · External reference
Diffusion LMS algorithms with information exchange
2008 · External reference
Diffusion mechanisms for fixed-point distributed Kalman smoothing
2008 · External reference
Diffusion LMS strategies for distributed estimation
10.1109/tsp.2009.2033729 · 2010 · External reference
An adaptive projected subgradient approach to learning in diffusion networks
10.1109/tsp.2009.2018648 · 2009 · External reference
Models for the diffusion of beliefs in social networks
10.1109/msp.2012.2234508 · 2013 · External reference
Bio-inspired cooperative optimization with application to bacteria motility
2011 · External reference
Diffusion adaptation strategies for distributed optimization and learning over networks
10.1109/tsp.2012.2198470 · 2012 · External reference
Unresolved reference
2012 · External reference
Unresolved reference
2012 · External reference
Distributed pareto optimization via diffusion strategies
10.1109/jstsp.2013.2246763 · 2013 · External reference
On the learning behavior of adaptive networks — Part I: Transient analysis
2013 · External reference
On the learning behavior of adaptive networks — Part II: Performance analysis
2013 · External reference
Controlling the limit point of left-stochastic policies over adaptive networks
2014 · External reference
Sparse LMS for system identification
2009 · External reference
A greedy sparsity-promoting LMS for distributed adaptive learning in diffusion networks
2013 · External reference
A sparsitypromoting adaptive algorithm for distributed learning
10.1109/tsp.2012.2204987 · 2012 · External reference
Adaptive robust distributed learning in diffusion sensor networks
10.1109/tsp.2011.2161474 · 2011 · External reference
Unresolved reference
2009 · External reference
Analysis of sum-weight-like algorithms for averaging in wireless sensor networks
10.1109/tsp.2013.2256904 · 2013 · External reference
Collective cognition in animal groups
2009 · External reference
Collective memory and spatial sorting in animal groups
10.1006/jtbi.2002.3065 · 2002 · External reference
Unresolved reference
1991 · External reference
Unresolved reference
1998 · External reference
Distributed linear parameter estimation in sensor networks based on laplacian dynamics consensus algorithm
2006 · External reference
Reaching a consensus
10.1080/01621459.1974.10480137 · 1974 · External reference
Optimal distributed online prediction
2011 · External reference
Sparse distributed learning based on diffusion adaptation
10.1109/tsp.2012.2232663 · 2013 · External reference
Gossip algorithms for distributed signal processing
10.1109/jproc.2010.2052531 · 2010 · External reference
Distributed Bayesian learning in multiagent systems
10.1109/msp.2011.943495 · 2012 · External reference
Unresolved reference
2003 · External reference
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10.1017/cbo9780511761942
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Block diagonally dominant matrices and generalizations of the gerschgorin circle theorem
10.2140/pjm.1962.12.1241 · 1962 · External reference
Adjustment of combination weights over adaptive diffusion networks
2014 · External reference
Convergence analysis of LMS filters with uncorrelated Gaussian data
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A note on the convergence analysis of LMS adaptive filters with Gaussian data
10.1109/29.1632 · 1988 · External reference
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1931 · External reference
Distributed energy-aware diffusion least mean squares: Game-theoretic learning
2013 · External reference
Naive learning in social networks and the wisdom of crowds
2010 · External reference
Unresolved reference
1996 · External reference
Geometry for the selfish herd
10.1016/0022-5193(71)90189-5 · 1971 · External reference
Monte Carlo sampling methods using Markov chains and their applications
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2002 · External reference
10.1017/cbo9780511818363
10.1017/cbo9780511818363 · 2012 · External reference
Incremental subgradients for constrained convex optimization: A unified framework and new methods
2009 · External reference
Avian flight formations
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10.1017/cbo9780511921490 · 2011 · External reference
Likelihood consensus and its application to distributed particle filtering
10.1109/tsp.2012.2196697 · 2012 · External reference
Unresolved reference
2003 · External reference
Performance advantage of complex LMS for controlling narrow-band adaptive arrays
10.1109/tassp.1981.1163602 · 1981 · External reference
10.1002/0471722146
10.1002/0471722146 · 2000 · External reference
Unresolved reference
2009 · External reference
Diffusion Kalman filtering based on covariance intersection
10.1109/tsp.2011.2175386 · 2012 · External reference
A model of the formation of fish schools and migrations of fish
10.1016/j.ecolmodel.2003.06.006 · 2004 · External reference
Aerodynamic aspects of formation flight in birds
10.1016/0022-5193(83)90110-8 · 1983 · External reference
Unresolved reference
1971 · External reference
10.1515/9781400833993
10.1515/9781400833993 · 2008 · External reference
Coordination of groups of mobile autonomous agents using nearest neighbor rules
10.1109/tac.2003.812781 · 2003 · External reference
Non-bayesian social learning
10.1016/j.geb.2012.06.001 · 2012 · External reference
Cooperative convex optimization in netowrked systems: Augmented lagranian algorithms with directed gossip communication
10.1109/tsp.2011.2146776 · 2011 · External reference
Honeybee swarms: How do scouts guide a swarm of uninformed bees?
10.1016/j.anbehav.2004.10.018 · 2005 · External reference
Sur les fonctions convexes et les inégalités entre les valeurs moyennes
10.1007/bf02418571 · 1906 · External reference
Distributed adaptive networks: A graphical evolutionary game-theoretic view
10.1109/tsp.2013.2280444 · 2013 · External reference
Subgradient methods and consensus algorithms for solving convex optimization problems
2008 · External reference
A randomized incremental subgradient method for distributed optimization in networked systems
10.1137/08073038x · 2009 · External reference
Analysis of error-gradient adaptive linear estimators for a class of stationary dependent processes
10.1109/tit.1982.1056477 · 1982 · External reference
10.1002/9780470253489
10.1002/9780470253489 · 2008 · External reference
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Sensor networks with random links: Topology design for distributed consensus
10.1109/tsp.2008.920143 · 2008 · External reference
Distributed consensus algorithms in sensor networks: Link failures and channel noise
10.1109/tsp.2008.2007111 · 2009 · External reference
Distributed consensus algorithms in sensor networks: Link failures and channel noise
10.1109/tsp.2008.2007111 · 2009 · External reference
Distributed consensus algorithms in sensor netowrks: quantized data and random link failures
10.1109/tsp.2009.2036046 · 2010 · External reference
Convergence rate analysis of distributed gossip (linear parameter) estimation: Fundamental limits and tradeoffs
10.1109/jstsp.2011.2127446 · 2011 · External reference
Distributed parameter estimation in sensor networks: Nonlinear observation models and imperfect communication
10.1109/tit.2012.2191450 · 2012 · External reference
10.1007/978-1-4684-2001-2_9
10.1007/978-1-4684-2001-2_9 · 1972 · External reference
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2003 · External reference
Steady state analysis of diffusion LMS adaptive networks with noisy links
10.1109/tsp.2011.2173338 · 2012 · External reference
Distributing the Kalman filter for large-scale systems
10.1109/tsp.2008.927480 · 2008 · External reference
Unresolved reference
2005 · External reference
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Block kronecker products and the vecb operator
10.1016/0024-3795(91)90332-q · 1991 · External reference
Unresolved reference
2007 · External reference
Online sparse system identification and signal reconstruction using projections onto weighted balls
10.1109/tsp.2010.2090874 · 2010 · External reference
10.1093/oso/9780198537953.001.0001
10.1093/oso/9780198537953.001.0001 · 1995 · External reference
Unresolved reference
1985 · External reference
Unresolved reference
2009 · External reference
Spatio-temporal diffusion mechanisms for adaptation over networks
2011 · External reference
Spatio-temporal diffusion strategies for estimation and detection over networks
10.1109/tsp.2012.2197205 · 2012 · External reference
Distributed random projection algorithm for convex optimization
10.1109/jstsp.2013.2247023 · 2013 · External reference
10.1002/9780470400791
10.1002/9780470400791 · 2009 · External reference
Modeling bee swarming behavior through diffusion adaptation with asymmetric information sharing
10.1186/1687-6180-2012-18 · 2012 · External reference
Distributed estimation over an adaptive incremental network based on the affine projection algorithm
10.1109/tsp.2009.2025074 · 2010 · External reference
Diffusion sparse least-mean squares over networks
10.1109/tsp.2012.2198468 · 2012 · External reference
Diffusion adaptive networks with changing topologies
2008 · External reference
Unresolved reference
2006 · External reference
Diffusion least-mean-squares over adaptive networks
2007 · External reference
Incremental adaptive strategies over distributed networks
10.1109/tsp.2007.896034 · 2007 · External reference
Unresolved reference
2007 · External reference
Diffusion least-mean squares over adaptive networks: Formulation and performance analysis
10.1109/tsp.2008.917383 · 2008 · External reference
Unresolved reference
1995 · External reference
Distributed recursive least-squares for consensus-based in-network adaptive estimation
10.1109/tsp.2009.2024278 · 2009 · External reference
Performance analysis of the consensus-based distributed LMS algorithm
2009 · External reference
Equations of state calculations by fast computing machines
10.1063/1.1699114 · 1953 · External reference
Unresolved reference
2001 · External reference
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Influence of a predator on the optimal foraging behavior of sticklebacks
10.1038/275642a0 · 1978 · External reference
Unresolved reference
1964 · External reference
Incremental subgradient methods for nondifferentiable optimization
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Distributed optimization over timevarying directed graphs
2014 · External reference
Distributed subgradient methods for multiagent optimization
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Unresolved reference
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A method for solving the convex programming problem with convergence rate o(1/k2)
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Distributed Kalman filter with embedded consensus filters
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Distributed Kalman filtering for sensor networks
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Kalman-consensus filter: Optimality, stability, and performance
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Consensus and cooperation in networked multi-agent systems
10.1109/jproc.2006.887293 · 2007 · External reference
Consensus problems in networks of agents with switching topology and time-delays
10.1109/tac.2004.834113 · 2004 · External reference
Consensus filters for sensor networks and distributed sensor fusion
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Unresolved reference
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The structure and function of fish schools
10.1038/scientificamerican0682-114 · 1982 · External reference
Biomimicry of bacterial foraging for distributed optimization and control
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The perron–frobenius theorem: Some of its applications
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Unresolved reference
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Pseudogradient adaptation and training algorithms
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Distributed learning in wireless sensor networks
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A collaborative training algorithm for distributed learning
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Quantized incremental algorithms for distributed optimization
10.1109/jsac.2005.843546 · 2005 · External reference
Generalized consensus computation in networked systems with erasure links
2005 · External reference
Distributed stochastic subgradient projection algorithms for convex optimization
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Consensus seeking in multi-agent systems under dynamically changing interaction topologies
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Flocks, herds, and schools: A distributed behavior model
1987 · External reference
A stochastic approximation method
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Diffusion LMS with communications constraints
2010 · External reference
Unresolved reference
1988 · External reference
Distributed detection in sensor networks with packet losses and finite capacity links
10.1109/tsp.2006.880227 · 2006 · External reference
Fast distributed average consensus algorithms based on advection-diffusion processes
10.1109/tsp.2009.2032030 · 2010 · External reference
Unresolved reference
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Adaptive networks
10.1109/jproc.2014.2306253 · 2014 · External reference
Unresolved reference
2014 · External reference
Unresolved reference
2009 · External reference
Distributed recursive least-squares strategies over adaptive networks
2006 · External reference
Adaptive processing over distributed networks
10.1093/ietfec/e90-a.8.1504 · 2007 · External reference
Diffusion adaptation over networks of particles subject to brownian fluctuations
2011 · External reference
Online learning and adaptation over networks: More information is not necessarily better
2013 · External reference
Diffusion strategies for adaptation and learning over networks
10.1109/msp.2012.2231991 · 2013 · External reference
Locally constructed algorithms for distributed computations in ad-hoc networks
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Distributed LMS for consensus-based in-network adaptive processing
10.1109/tsp.2009.2016226 · 2009 · External reference
Stochastic approximation
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10.1017/cbo9780511815911 · 2010 · External reference
The natural history of the flight of honey bee swarms
10.1155/1979/80869 · 1979 · External reference
Unresolved reference
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Gossip algorithms
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Adaptive algorithm for sparse system identification using projections onto weighted ℓ1 balls
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Unresolved reference
External reference
Distributed and collaborative estimation over wireless sensor networks
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Distributed asynchronous constrained stochastic optimization
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Decentralized parameter estimation by consensus based stochastic approximation
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A modeling framework for understanding social insect foraging
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Unresolved reference
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Parallel algorithms for variational inequalities over the cartesian product of the intersections of the fixed point sets of nonexpansive mappings
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Link probability control for probabilistic diffusion least-mean squares over resource-constrained networks
2010 · External reference
Diffusion least-mean-squares with adaptive combiners: Formulation and performance analysis
10.1109/tsp.2010.2051429 · 2010 · External reference
Unresolved reference
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Adaptive learning in a world of projections: A unifying framework for linear and nonlinear classification and regression tasks
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Regression shrinkage and selection via the lasso
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On the generalization ability of distributed online learners
2012 · External reference
Adaptive stochastic convex optimization over networks
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Adaptive penalty-based distributed stochastic convex optimization
10.1109/tsp.2014.2331615 · 2014 · External reference
Collaborative learning of mixture models using diffusion adaptation
2011 · External reference
Push-sum distributed dual averaging for convex optimization
2012 · External reference
Convergence and asymptotic agreement in distributed decision problems
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Distributed asynchronous deterministic and stochastic gradient optimization algorithms
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Adaptive networks with noisy links
2011 · External reference
Unresolved reference
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Mobile adaptive networks
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Diffusion strategies outperform consensus strategies for distributed estimation over adaptive networks
10.1109/tsp.2012.2217338 · 2012 · External reference
Effective information flow over mobile adaptive networks
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On the influence of informed agents on learning and adaptation over networks
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Distributed autonomous online learning: Regrets and intrinsic privacy-preserving properties
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A unified approach to the steady-state and tracking analysis of adaptive filters
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A strategy for adjusting combination weights over adaptive networks
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Reputation design for adaptive networks with selfish agents
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Optimality and non-scalar-valued performance criteria
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Clustering via diffusion adaptation over networks
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Combination weights for diffusion strategies with imperfect information exchange
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Learning over social networks via diffusion adaptation
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Performance limits for distributed estimation over LMS adaptive networks
10.1109/tsp.2012.2204985 · 2012 · External reference
Asynchronous adaptation and learning over networks — Part I: Modeling and stability analsysis
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Asynchronous adaptation and learning over networks – Part II: Performance analysis
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Attaining optimal batch performance via distributed processing over networks
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Diffusion adaptation over networks under imperfect information exchange and non-stationary data
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