{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,24]],"date-time":"2026-01-24T19:25:50Z","timestamp":1769282750198,"version":"3.49.0"},"reference-count":17,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,12,12]],"date-time":"2021-12-12T00:00:00Z","timestamp":1639267200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,12,12]],"date-time":"2021-12-12T00:00:00Z","timestamp":1639267200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["DMS-1854562,DMS-1953111"],"award-info":[{"award-number":["DMS-1854562,DMS-1953111"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,12,12]]},"DOI":"10.1109\/wsc52266.2021.9715288","type":"proceedings-article","created":{"date-parts":[[2022,2,23]],"date-time":"2022-02-23T20:38:43Z","timestamp":1645648723000},"page":"1-12","source":"Crossref","is-referenced-by-count":2,"title":["Flat Chance! Using Stochastic Gradient Estimators to Assess Plausible Optimality for Convex Functions"],"prefix":"10.1109","author":[{"given":"David J.","family":"Eckman","sequence":"first","affiliation":[{"name":"Industrial and Systems Engineering Texas A&M University,College Station,TX,USA,77843"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matthew","family":"Plumlee","sequence":"additional","affiliation":[{"name":"Industrial Engineering and Management Sciences, Northwestern University,Evanston,IL,USA,60208"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Barry L.","family":"Nelson","sequence":"additional","affiliation":[{"name":"Industrial Engineering and Management Sciences, Northwestern University,Evanston,IL,USA,60208"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.1993.10485320"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/BF02592150"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2018.8632297"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/2658995"},{"key":"ref14","author":"rao","year":"2002","journal-title":"Linear Statistical Inference and its Applications"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1287\/opre.37.1.72"},{"key":"ref16","author":"silvapulle","year":"2005","journal-title":"Constrained Statistical Inference Inequality Order and Shape Restrictions"},{"key":"ref17","first-page":"5267","article-title":"Bayesian Optimization with Gradients","volume":"30","author":"wu","year":"0","journal-title":"Advances in neural information processing systems"},{"key":"ref4","article-title":"Plausible Screening Using Functional Properties for Simulations with Large Solution Spaces","author":"eckman","year":"2021","journal-title":"Under Review"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1287\/opre.1120.1143"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4939-1384-8_5"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.paerosci.2008.11.001"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/318371.318612"},{"key":"ref7","first-page":"1991","author":"glasserman","year":"0","journal-title":"Gradient Estimation via Perturbation Analysis"},{"key":"ref2","author":"anderson","year":"1984","journal-title":"An Introduction to Multivariate Statistical Analysis"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/WSC48552.2020.9383921"},{"key":"ref9","first-page":"376","article-title":"Estimating the Probability That a Function Observed With Noise is Convex","volume":"32","author":"jian","year":"2020","journal-title":"Informs Journal on Computing"}],"event":{"name":"2021 Winter Simulation Conference (WSC)","location":"Phoenix, AZ, USA","start":{"date-parts":[[2021,12,12]]},"end":{"date-parts":[[2021,12,15]]}},"container-title":["2021 Winter Simulation Conference (WSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9715283\/9715284\/09715288.pdf?arnumber=9715288","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,15]],"date-time":"2022-06-15T20:16:55Z","timestamp":1655324215000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9715288\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12,12]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1109\/wsc52266.2021.9715288","relation":{},"subject":[],"published":{"date-parts":[[2021,12,12]]}}}