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检索条件"主题词=Decentralized algorithms"
95 条 记 录,以下是71-80 订阅
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QoS Provisioning for Multiple Femtocells via Game Theory
QoS Provisioning for Multiple Femtocells via Game Theory
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8th IEEE International Conference on Advanced Networks and Telecommunication Systems - (IEEE ANTS)
作者: Sankar, V. Udaya Sharma, Vinod Indian Inst Sci Dept Elect Commun Engn Bangalore 560012 Karnataka India
We consider a system with multiple Femtocells operating in a Macrocell. The transmissions in one Femtocell interfere with its neighboring Femtocells. Each Femtocell has multiple users each requiring a minimum transmis... 详细信息
来源: 评论
decentralized cooperative exploration: Implementation and experiments
Decentralized cooperative exploration: Implementation and ex...
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10th International Conference on Intelligent Autonomous Systems
作者: Franchi, Antonio Freda, Luigi Marchionni, Luca Oriolo, Giuseppe Vendittelli, Marilena Univ Roma La Sapienza Dipartimento Informat & Sistemist I-00185 Rome Italy
We present an implementation of the SRG method, a decentralized cooperative exploration strategy. In this method, a roadmap of the explored area with the associate safe region is stored in a compact data structure, ca... 详细信息
来源: 评论
Team Decision Approach for decentralized Network Selection of Mobile Clients
Team Decision Approach for Decentralized Network Selection o...
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5th Joint IFIP Wireless and Mobile Networking Conference (WMNC)
作者: Boudko, Svetlana Leister, Wolfgang Gjessing, Stein Norsk Regnesentral Oslo Norway Univ Oslo Oslo Norway
We consider a network selection problem for a group of mobile clients that operate in a heterogeneous wireless access network environment and that are equipped with multiple access network interfaces. The involved net... 详细信息
来源: 评论
GT-SAGA: A fast incremental gradient method for decentralized finite-sum minimization  59
GT-SAGA: A fast incremental gradient method for decentralize...
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59th IEEE Conference on Decision and Control (CDC)
作者: Xin, Ran Li, Boyue Kar, Soummya Khan, Usman A. Carnegie Mellon Univ Pittsburgh PA 15213 USA Tufts Univ Medford MA 02155 USA
In this paper, we study decentralized solutions for finite-sum minimization problems when the underlying training data is distributed over a network of nodes. In particular, we describe the GT-SAGA algorithm that comb... 详细信息
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Selfish Robustness and Equilibria in Multi-Player Bandits  33
Selfish Robustness and Equilibria in Multi-Player Bandits
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33rd Conference on Learning Theory (COLT)
作者: Boursier, Etienne Perchet, Vianney Univ Paris Saclay CNRS Ctr Borelli ENS Paris Saclay Cachan France ENSAE Paris CREST Palaiseau France Criteo AI Lab Paris France
Motivated by cognitive radios, stochastic multi-player multi-armed bandits gained a lot of interest recently. In this class of problems, several players simultaneously pull arms and encounter a collision - with 0 rewa... 详细信息
来源: 评论
Distributed empirical risk minimization over directed graphs  53
Distributed empirical risk minimization over directed graphs
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53rd Asilomar Conference on Signals, Systems, and Computers (ACSSC)
作者: Xin, Ran Sahu, Anit Kumar Kar, Soummya Khan, Usman A. Carnegie Mellon Univ Dept Elect & Comp Engn Pittsburgh PA 15213 USA Bosch Ctr Artificial Intelligence Pittsburgh PA USA Tufts Univ Dept Elect & Comp Engn Medford MA 02155 USA
In this paper, we present stochastic optimization for empirical risk minimization over directed graphs. Using a novel information fusion approach that utilizes both row- and column-stochastic weights simultaneously, w... 详细信息
来源: 评论
Essays on Dynamic Optimization for Markets and Networks
Essays on Dynamic Optimization for Markets and Networks
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作者: Gan, Yuanling Columbia University
学位级别:Ph.D., Doctor of Philosophy
We study dynamic decision-making problems in networks and markets under uncertainty about future payoffs. This problem is difficult in general since 1) Although the current decision (potentially) affects future decisi... 详细信息
来源: 评论
decentralized GENERALIZED APPROXIMATE MESSAGE-PASSING FOR TREE-STRUCTURED NETWORKS  49
DECENTRALIZED GENERALIZED APPROXIMATE MESSAGE-PASSING FOR TR...
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49th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Takeuchi, Keigo Toyohashi Univ Technol Dept Elect & Elect Inf Engn Toyohashi Aichi Japan
This paper proposes decentralized generalized approximate message-passing (D-GAMP) for compressed sensing in a tree-structured network. In contrast to conventional GAMP that needs a central node to gather all measurem... 详细信息
来源: 评论
decentralized LOW RANK MATRIX RECOVERY FROM COLUMN-WISE PROJECTIONS BY ALTERNATING GD AND MINIMIZATION  49
DECENTRALIZED LOW RANK MATRIX RECOVERY FROM COLUMN-WISE PROJ...
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49th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Moothedath, Shana Vaswani, Namrata Iowa State Univ Ames IA 50011 USA
This work studies our recently developed algorithm, decentralized alternating projected gradient descent algorithm (Dec-AltGDmin), for recovering a low rank (LR) matrix from independent column-wise linear projections ... 详细信息
来源: 评论
Hereditary Stratigraphy: Genome Annotations to Enable Phylogenetic Inference over Distributed Populations  22
Hereditary Stratigraphy: Genome Annotations to Enable Phylog...
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Genetic and Evolutionary Computation Conference (GECCO)
作者: Moreno, Matthew Andres Dolson, Emily Ofria, Charles Michigan Statue Univ E Lansing MI 48824 USA
Phylogenetic analyses can also enable insight into evolutionary and ecological dynamics such as selection pressure and frequency dependent selection in digital evolution systems. Traditionally, digital evolution syste... 详细信息
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