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PCOR: Private Contextual Outlier Release via Differentially Private Search [article]

Masoumeh Shafieinejad
2021 arXiv   pre-print
To overcome this challenge, we propose a graph structure to map the contexts to, and introduce differentially private graph search algorithms as efficient solutions for the computation problem caused by  ...  However, this practice neglects contextual outliers, that are not outliers in the whole dataset but in some specific neighborhoods.  ...  In Section 3 we provide the formal model and problem definitions for our private contextual outlier release (PCOR).  ... 
arXiv:2103.05173v1 fatcat:bm2r3fhflbhkbnvwsrvl6b5a2i

ACNP 58th Annual Meeting: Panels, Mini-Panels and Study Groups

2019 Neuropsychopharmacology  
about NP transmission remain: In what behavioral contexts does neuropeptide release occur?  ...  What activity patterns and molecular mechanisms govern release? What is the extent of volume transmission, and how long do peptidergic signals last?  ...  In a published search around the CACNA1C gene, 4CSeq did not have the resolution to identify a single variant.  ... 
doi:10.1038/s41386-019-0544-z pmid:31801977 pmcid:PMC6957922 fatcat:hjyvf7fcpbf2fhxit6rlhsvg2y

Directions for Future Patient-Centered and Comparative Effectiveness Research for People With Serious Mental Illness in a Learning Mental Health Care System

Search strategy for review of stakeholder perspectives.  ...  Reproduced with permission of National Academy Press in the format "republish in print" via Copyright Clearance Center.)  ... 
doi:10.17615/tb4k-8y22 fatcat:nvx2fnuysfffjd66xxexd6yy6q

Cognitive information transformation in functional brain networks

No Name Supplied
We integrate complex sensory and contextual information in daily actions, from crossing the street to driving a car.  ...  Thus, the mean task-evoked activation was differentially accounted for according to each specific task condition.  ... 
doi:10.7282/t3-0dza-3t37 fatcat:ry3vid2qinb3jik7nm4dres4ge