Results 121 to 130 of about 5,098,223 (303)
The Search for Constrained Random Generators
Proceedings of the ACM on Programming LanguagesAmong the biggest challenges in property-based testing (PBT) is the constrained random generation problem : given a predicate on program values, randomly sample from the set of all values, and only values, satisfying that predicate.
Harrison Goldstein +5 more
openaire +3 more sources
Digital Cognitive Phenotyping for Differential Diagnosis and Monitoring in Neurological Conditions
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective To assess the utility, accessibility, and equivalence to supervised scales of online cognitive assessment in older individuals with cognitive impairment. Methods Patients with Alzheimer's disease (AD, n = 31), idiopathic normal pressure hydrocephalus (iNPH, n = 26), and traumatic brain injury (TBI, n = 23) completed online cognitive ...
Martina Del Giovane +10 more
wiley +1 more source
Long‐Term Neurologic Exam Findings in People Diagnosed and Treated During Acute HIV Infection
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective Evaluate clinical and laboratory correlates of abnormal neurologic exam findings after acute HIV infection (AHI). Methods Participants from the RV254/SEARCH 010 cohort in Bangkok underwent standardized neurologic examinations at Weeks 0 (AHI), 12, 96, and 288 following antiretroviral therapy (ART).
Kathryn B. Holroyd +118 more
wiley +1 more source
Stochastic Optimization with Random Search
CoRRWe revisit random search for stochastic optimization, where only noisy function evaluations are available. We show that the method works under weaker smoothness assumptions than previously considered, and that stronger assumptions enable improved guarantees. In the finite-sum setting, we design a variance-reduced variant that leverages multiple samples
Chayti, El Mahdi +3 more
openaire +3 more sources
Independent Random Matching [PDF]
Random matching models with a continuum population are widely used in economics to study environments where agents interact in small coalitions. This paper provides foundations to such models.
Puzzello, Daniela, Podczeck, Konrad
core
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective To investigate which baseline clinical and imaging characteristics best predict TSPO‐PET‐measurable reduction in glial activation following treatment of multiple sclerosis (MS), to utilize this information for designing more efficient biomarker‐based clinical trials targeting glial activation.
Marlene T. Morch +5 more
wiley +1 more source
Random Resetting in Search Problems
Prepared as an invited chapter for the THE TARGET PROBLEM (Eds. D. S. Grebenkov, R. Metzler, G. Oshanin)
Pal, Arnab +2 more
openaire +2 more sources
Random search cross validation for hyperparameter tuning of Random Forest classifier.
Random search cross validation for hyperparameter tuning of Random Forest classifier.
Mahnaz Mohammadi (14209860) +9 more
core +1 more source
Deep Learning Pose Estimation for Phenotyping of Co‐Occurring Hyperkinetic Movement Disorders
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective To explore whether routine outpatient video combined with deep learning‐based pose estimation and clinically interpretable kinematic features can support multi‐label phenotyping of co‐occurring hyperkinetic movement disorders (HMDs).
Laura Cif +17 more
wiley +1 more source
Searchable encryption with randomized ciphertext and randomized keyword search
Journal of Mathematical CryptologyAbstract The notion of public-key encryption with keyword search (PEKS) was introduced to search over encrypted data without performing any decryption. In this article, we propose a PEKS scheme in which both the encrypted keyword and the trapdoor are randomized so that the cloud server is not able to recognize ...
Calderini, Marco +3 more
openaire +7 more sources