distributed learning

563 papers

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Also known as

DL-DCL DML

Co-occurring keywords

federated learning (1320) stochastic gradient descent (1088) communication efficiency (297) distributed optimization (275) stochastic optimization (1060) decentralized optimization (113) communication complexity (99) distributed training (187) gradient compression (78) gradient descent (1143)

Papers

Distributed Non-Stochastic Experts NIPS 2012

Distributed Probabilistic Learning for Camera Networks with Missing Data NIPS 2012

A Streaming Parallel Decision Tree Algorithm JMLR 2010

Multiparty Differential Privacy via Aggregation of Locally Trained Classifiers NIPS 2010

Consensus-Based Distributed Support Vector Machines JMLR 2010

Parallelized Stochastic Gradient Descent NIPS 2010

Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part II: Analysis and Extensions JMLR 2010

Efficient Large-Scale Distributed Training of Conditional Maximum Entropy Models NIPS 2009

Asynchronous Distributed Learning of Topic Models NIPS 2008

Integrating Locally Learned Causal Structures with Overlapping Variables NIPS 2008

Distributed Inference for Latent Dirichlet Allocation NIPS 2007

Map-Reduce for Machine Learning on Multicore NIPS 2006

Learning Ensembles from Bites: A Scalable and Accurate Approach JMLR 2004