Federated Learning
1,560 papers
Papers per year
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1
7
2
2
4
4
5
13
20
77
143
228
328
289
306
130
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Papers
Gaussian Process-Based Decentralized Data Fusion and Active Sensing for Mobility-on-Demand System
RSS 2013
Active Learning from Multiple Knowledge Sources
AISTATS 2012
A Differentially Private Stochastic Gradient Descent Algorithm for Multiparty Classification
AISTATS 2012
Distributed Approximation of Joint Measurement Distributions Using Mixtures of Gaussians
RSS 2012
Distributed Probabilistic Learning for Camera Networks with Missing Data
NeurIPS 2012
Optimal Distributed Online Prediction Using Mini-Batches
JMLR 2012
Protocols for Learning Classifiers on Distributed Data
AISTATS 2012
Truncation-free Online Variational Inference for Bayesian Nonparametric Models
NeurIPS 2012
Adaptive Subgradient Methods for Online Learning and Stochastic Optimization
JMLR 2011
Multiparty Differential Privacy via Aggregation of Locally Trained Classifiers
NeurIPS 2010