Monroe County
Universal Exact Compression of Differentially Private Mechanisms
Recent works have shown that a wide range of differential privacy mechanisms can be "simulated"
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- North America > United States > California > Santa Clara County > Palo Alto (0.04)
- North America > United States > Indiana > Monroe County > Bloomington (0.04)
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Generalization in the Face of Adaptivity: A Bayesian Perspective
However, differential privacy's worst-case nature entails scaling such noise to the range of the queries even for
- Asia > Middle East > Israel > Jerusalem District > Jerusalem (0.04)
- North America > United States > Indiana > Monroe County > Bloomington (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Information Technology > Security & Privacy (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty > Bayesian Inference (0.45)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Directed Networks > Bayesian Learning (0.45)
Generalization in the Face of Adaptivity: A Bayesian Perspective
However, differential privacy's worst-case nature entails scaling such noise to the range of the queries even for
- Asia > Middle East > Israel > Jerusalem District > Jerusalem (0.04)
- North America > United States > Indiana > Monroe County > Bloomington (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- North America > United States > California > San Francisco County > San Francisco (0.14)
- Europe > Austria > Vienna (0.14)
- North America > United States > Nevada > Clark County > Las Vegas (0.04)
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A Practical Algorithm for Distributed Clustering and Outlier Detection
Jiecao Chen, Erfan Sadeqi Azer, Qin Zhang
Neural Information Processing Systems http://nips.cc/
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- North America > Canada > Quebec > Montreal (0.04)
Sampling Networks and Aggregate Simulation for Online POMDP Planning
Hao(Jackson) Cui, Roni Khardon
The solution in [5,4]requires aone-pass forward computation of marginal probabilities.
- North America > United States > Indiana > Monroe County > Bloomington (0.04)
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
Supervised autoencoders: Improving generalization performance with unsupervised regularizers
Lei Le, Andrew Patterson, Martha White
Neural Information Processing Systems http://nips.cc/
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- North America > United States > Indiana > Monroe County > Bloomington (0.04)
- North America > Canada > Quebec > Montreal (0.04)
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Learning Macroscopic Brain Connectomes via Group-Sparse Factorization
Farzane Aminmansour, Andrew Patterson, Lei Le, Yisu Peng, Daniel Mitchell, Franco Pestilli, Cesar F. Caiafa, Russell Greiner, Martha White
A fundamental challenge in neuroscience is to estimate the structure of white matter connectivity inthehuman brainorconnectomes [14,29]. Connectomes aremadeupofneuronal axonbundles wrapped with myelin sheaths, called fascicles, and connect different areas ofthe brain.
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- Europe > Switzerland > Zürich > Zürich (0.14)
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- Research Report > Experimental Study (0.93)
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- Information Technology > Security & Privacy (0.67)
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- Information Technology > Artificial Intelligence > Vision (1.00)
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Muffliato: Peer-to-PeerPrivacyAmplificationfor DecentralizedOptimizationandAveraging
Decentralized optimization is increasingly popular in machine learning for its scalabilityandefficiency.
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- North America > United States > Indiana > Monroe County > Bloomington (0.04)
- Europe > Hungary > Hajdú-Bihar County > Debrecen (0.04)
- Europe > France > Île-de-France > Paris > Paris (0.04)