[
    {
        "key": "RV74I6JQ",
        "version": 17,
        "library": {
            "type": "group",
            "id": 152708,
            "name": "High dimensional problem",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/high_dimensional_problem",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/152708/items/RV74I6JQ",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/high_dimensional_problem/items/RV74I6JQ",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 994096,
                "username": "Osukenakahara",
                "name": "",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/osukenakahara",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Chandrasekaran et al.",
            "numChildren": 1
        },
        "data": {
            "key": "RV74I6JQ",
            "version": 17,
            "itemType": "journalArticle",
            "title": "The Convex Geometry of Linear Inverse Problems",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Venkat",
                    "lastName": "Chandrasekaran"
                },
                {
                    "creatorType": "author",
                    "firstName": "Benjamin",
                    "lastName": "Recht"
                },
                {
                    "creatorType": "author",
                    "firstName": "Pablo A.",
                    "lastName": "Parrilo"
                },
                {
                    "creatorType": "author",
                    "firstName": "Alan S.",
                    "lastName": "Willsky"
                }
            ],
            "abstractNote": "",
            "publicationTitle": "",
            "publisher": "",
            "place": "",
            "date": "",
            "volume": "",
            "issue": "",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "",
            "citationKey": "",
            "url": "http://link.springer.com/openurl/fulltext?id=doi:10.1007/s10208-012-9135-7",
            "accessDate": "2013-07-31T16:12:12Z",
            "PMID": "",
            "PMCID": "",
            "ISSN": "",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "",
            "libraryCatalog": "Google Scholar",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [],
            "collections": [],
            "relations": {},
            "dateAdded": "2013-07-31T16:13:24Z",
            "dateModified": "2013-07-31T16:13:37Z"
        }
    },
    {
        "key": "TC9BE52B",
        "version": 18,
        "library": {
            "type": "group",
            "id": 152708,
            "name": "High dimensional problem",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/high_dimensional_problem",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/152708/items/TC9BE52B",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/high_dimensional_problem/items/TC9BE52B",
                "type": "text/html"
            },
            "up": {
                "href": "https://api.zotero.org/groups/152708/items/RV74I6JQ",
                "type": "application/json"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 994096,
                "username": "Osukenakahara",
                "name": "",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/osukenakahara",
                        "type": "text/html"
                    }
                }
            },
            "numChildren": 0
        },
        "data": {
            "key": "TC9BE52B",
            "version": 18,
            "parentItem": "RV74I6JQ",
            "itemType": "attachment",
            "linkMode": "imported_url",
            "title": "1012.0621v3.pdf",
            "accessDate": "2013-07-31T16:12:09Z",
            "url": "http://arxiv.org/pdf/1012.0621v3.pdf",
            "note": "",
            "contentType": "application/pdf",
            "charset": "",
            "filename": "1012.0621v3.pdf",
            "md5": "99ecb1b2cba3bdd47c0860deeb15abd0",
            "mtime": 1375287204000,
            "tags": [],
            "relations": {},
            "dateAdded": "2013-07-31T16:13:24Z",
            "dateModified": "2013-07-31T16:13:24Z"
        }
    },
    {
        "key": "MH3PTPWE",
        "version": 16,
        "library": {
            "type": "group",
            "id": 152708,
            "name": "High dimensional problem",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/high_dimensional_problem",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/152708/items/MH3PTPWE",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/high_dimensional_problem/items/MH3PTPWE",
                "type": "text/html"
            },
            "up": {
                "href": "https://api.zotero.org/groups/152708/items/QR4B3F4V",
                "type": "application/json"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 994096,
                "username": "Osukenakahara",
                "name": "",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/osukenakahara",
                        "type": "text/html"
                    }
                }
            },
            "numChildren": 0
        },
        "data": {
            "key": "MH3PTPWE",
            "version": 16,
            "parentItem": "QR4B3F4V",
            "itemType": "attachment",
            "linkMode": "imported_url",
            "title": "download.pdf",
            "accessDate": "2013-04-26T23:36:40Z",
            "url": "http://journals.cambridge.org/download.php?file=%2F18815_36A240C9833653251B9EEAC9DD8270F2_journals__ANU_ANU19_S0962492910000061a.pdf&cover=Y&code=59b08118944e7df9e4a6c55bf429b91c",
            "note": "",
            "contentType": "application/pdf",
            "charset": "",
            "filename": "download.pdf",
            "md5": "bac08390f1bdd7061e51a9947e4c67bc",
            "mtime": 1367019433000,
            "tags": [],
            "relations": {},
            "dateAdded": "2013-04-26T23:37:13Z",
            "dateModified": "2013-04-26T23:37:13Z"
        }
    },
    {
        "key": "QR4B3F4V",
        "version": 15,
        "library": {
            "type": "group",
            "id": 152708,
            "name": "High dimensional problem",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/high_dimensional_problem",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/152708/items/QR4B3F4V",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/high_dimensional_problem/items/QR4B3F4V",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 994096,
                "username": "Osukenakahara",
                "name": "",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/osukenakahara",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Stuart",
            "parsedDate": "2010-05-10",
            "numChildren": 1
        },
        "data": {
            "key": "QR4B3F4V",
            "version": 15,
            "itemType": "journalArticle",
            "title": "Inverse problems: A Bayesian perspective",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "A. M.",
                    "lastName": "Stuart"
                }
            ],
            "abstractNote": "",
            "publicationTitle": "Acta Numerica",
            "publisher": "",
            "place": "",
            "date": "2010-5-10",
            "volume": "19",
            "issue": "",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "451-559",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1017/S0962492910000061",
            "citationKey": "",
            "url": "http://www.journals.cambridge.org/abstract_S0962492910000061",
            "accessDate": "2013-04-26T23:36:46Z",
            "PMID": "",
            "PMCID": "",
            "ISSN": "0962-4929, 1474-0508",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "Inverse problems",
            "language": "",
            "libraryCatalog": "CrossRef",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [],
            "collections": [],
            "relations": {},
            "dateAdded": "2013-04-26T23:37:13Z",
            "dateModified": "2013-04-26T23:37:13Z"
        }
    },
    {
        "key": "D5TK6BXE",
        "version": 14,
        "library": {
            "type": "group",
            "id": 152708,
            "name": "High dimensional problem",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/high_dimensional_problem",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/152708/items/D5TK6BXE",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/high_dimensional_problem/items/D5TK6BXE",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 994096,
                "username": "Osukenakahara",
                "name": "",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/osukenakahara",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Neal",
            "numChildren": 1
        },
        "data": {
            "key": "D5TK6BXE",
            "version": 14,
            "itemType": "webpage",
            "title": "Suppressing Random Walks in MCMC Using Ordered Overrelaxation",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Radford",
                    "lastName": "Neal"
                }
            ],
            "abstractNote": "",
            "websiteTitle": "",
            "websiteType": "",
            "date": "",
            "publisher": "",
            "place": "",
            "DOI": "",
            "citationKey": "",
            "url": "http://arxiv.org/pdf/bayes-an/9506004.pdf",
            "accessDate": "2013-04-15T16:22:35Z",
            "shortTitle": "",
            "language": "",
            "rights": "",
            "extra": "",
            "tags": [],
            "collections": [],
            "relations": {},
            "dateAdded": "2013-04-15T16:22:35Z",
            "dateModified": "2013-04-15T16:23:18Z"
        }
    },
    {
        "key": "KCJZ42JM",
        "version": 13,
        "library": {
            "type": "group",
            "id": 152708,
            "name": "High dimensional problem",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/high_dimensional_problem",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/152708/items/KCJZ42JM",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/high_dimensional_problem/items/KCJZ42JM",
                "type": "text/html"
            },
            "up": {
                "href": "https://api.zotero.org/groups/152708/items/D5TK6BXE",
                "type": "application/json"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 994096,
                "username": "Osukenakahara",
                "name": "",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/osukenakahara",
                        "type": "text/html"
                    }
                }
            },
            "numChildren": 0
        },
        "data": {
            "key": "KCJZ42JM",
            "version": 13,
            "parentItem": "D5TK6BXE",
            "itemType": "attachment",
            "linkMode": "imported_url",
            "title": "over.dvi - 9506004.pdf",
            "accessDate": "2013-04-15T16:22:36Z",
            "url": "http://arxiv.org/pdf/bayes-an/9506004.pdf",
            "note": "",
            "contentType": "application/pdf",
            "charset": "utf-8",
            "filename": "9506004.pdf",
            "md5": "e97f04a29da7a9ff8e59c9ff1e404498",
            "mtime": 1366042955000,
            "tags": [],
            "relations": {},
            "dateAdded": "2013-04-15T16:22:36Z",
            "dateModified": "2013-04-15T16:22:37Z"
        }
    },
    {
        "key": "SNFZ43DK",
        "version": 10,
        "library": {
            "type": "group",
            "id": 152708,
            "name": "High dimensional problem",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/high_dimensional_problem",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/152708/items/SNFZ43DK",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/high_dimensional_problem/items/SNFZ43DK",
                "type": "text/html"
            },
            "up": {
                "href": "https://api.zotero.org/groups/152708/items/W34TID3J",
                "type": "application/json"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 994096,
                "username": "Osukenakahara",
                "name": "",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/osukenakahara",
                        "type": "text/html"
                    }
                }
            },
            "numChildren": 0
        },
        "data": {
            "key": "SNFZ43DK",
            "version": 10,
            "parentItem": "W34TID3J",
            "itemType": "attachment",
            "linkMode": "imported_url",
            "title": "over.dvi - 9506004.pdf",
            "accessDate": "2013-04-15T16:21:19Z",
            "url": "http://arxiv.org/pdf/bayes-an/9506004.pdf",
            "note": "",
            "contentType": "application/pdf",
            "charset": "utf-8",
            "filename": "9506004.pdf",
            "md5": "e97f04a29da7a9ff8e59c9ff1e404498",
            "mtime": 1366042878000,
            "tags": [],
            "relations": {},
            "dateAdded": "2013-04-15T16:21:19Z",
            "dateModified": "2013-04-15T16:21:20Z"
        }
    },
    {
        "key": "PK23IK43",
        "version": 8,
        "library": {
            "type": "group",
            "id": 152708,
            "name": "High dimensional problem",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/high_dimensional_problem",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/152708/items/PK23IK43",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/high_dimensional_problem/items/PK23IK43",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 994096,
                "username": "Osukenakahara",
                "name": "",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/osukenakahara",
                        "type": "text/html"
                    }
                }
            },
            "lastModifiedByUser": {
                "id": 5767,
                "username": "jonmjonm",
                "name": "Jonathan Mattingly",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/jonmjonm",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Lucka, Felix",
            "numChildren": 1
        },
        "data": {
            "key": "PK23IK43",
            "version": 8,
            "itemType": "journalArticle",
            "title": "Fast Markov chain Monte Carlo sampling for sparse Bayesian inference in high-dimensional inverse problems using L1-type priors",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "",
                    "lastName": "Lucka, Felix"
                }
            ],
            "abstractNote": "",
            "publicationTitle": "",
            "publisher": "",
            "place": "",
            "date": "",
            "volume": "",
            "issue": "",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "",
            "libraryCatalog": "",
            "callNumber": "0000",
            "rights": "",
            "extra": "",
            "tags": [],
            "collections": [],
            "relations": {},
            "dateAdded": "2013-03-05T22:29:27Z",
            "dateModified": "2013-03-06T03:39:33Z"
        }
    },
    {
        "key": "IBFXSHIN",
        "version": 8,
        "library": {
            "type": "group",
            "id": 152708,
            "name": "High dimensional problem",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/high_dimensional_problem",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/152708/items/IBFXSHIN",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/high_dimensional_problem/items/IBFXSHIN",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 994096,
                "username": "Osukenakahara",
                "name": "",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/osukenakahara",
                        "type": "text/html"
                    }
                }
            },
            "lastModifiedByUser": {
                "id": 5767,
                "username": "jonmjonm",
                "name": "Jonathan Mattingly",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/jonmjonm",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Edward I. George",
            "numChildren": 1
        },
        "data": {
            "key": "IBFXSHIN",
            "version": 8,
            "itemType": "journalArticle",
            "title": "APPROACHES FOR BAYESIAN VARIABLE SELECTION",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Robert E. McCulloch",
                    "lastName": "Edward I. George"
                }
            ],
            "abstractNote": "This paper describes and compares various hierarchical mixture prior\nformulations of variable selection uncertainty in normal linear regression models.\nThese include the nonconjugate SSVS formulation of George and McCulloch (1993),\nas well as conjugate formulations which allow for analytical simplification. Hyperparameter\nsettings which base selection on practical significance, and the implications\nof using mixtures with point priors are discussed. Computational methods for posterior\nevaluation and exploration are considered. Rapid updating methods are seen\nto provide feasible methods for exhaustive evaluation using Gray Code sequencing\nin moderately sized problems, and fast Markov Chain Monte Carlo exploration in\nlarge problems. Estimation of normalization constants is seen to provide improved\nposterior estimates of individual model probabilities and the total visited probability.\nVarious procedures are illustrated on simulated sample problems and on a real\nproblem concerning the construction of financial index tracking portfolios.",
            "publicationTitle": "",
            "publisher": "",
            "place": "",
            "date": "",
            "volume": "",
            "issue": "",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "",
            "libraryCatalog": "",
            "callNumber": "0539",
            "rights": "",
            "extra": "",
            "tags": [],
            "collections": [],
            "relations": {},
            "dateAdded": "2013-03-05T22:34:20Z",
            "dateModified": "2013-03-06T03:39:32Z"
        }
    },
    {
        "key": "88SZIN7T",
        "version": 7,
        "library": {
            "type": "group",
            "id": 152708,
            "name": "High dimensional problem",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/high_dimensional_problem",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/152708/items/88SZIN7T",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/high_dimensional_problem/items/88SZIN7T",
                "type": "text/html"
            },
            "up": {
                "href": "https://api.zotero.org/groups/152708/items/IBFXSHIN",
                "type": "application/json"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 994096,
                "username": "Osukenakahara",
                "name": "",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/osukenakahara",
                        "type": "text/html"
                    }
                }
            },
            "numChildren": 0
        },
        "data": {
            "key": "88SZIN7T",
            "version": 7,
            "parentItem": "IBFXSHIN",
            "itemType": "attachment",
            "linkMode": "imported_file",
            "title": "A7n26.pdf",
            "accessDate": "",
            "url": "",
            "note": "",
            "contentType": "application/pdf",
            "charset": "",
            "filename": "A7n26.pdf",
            "md5": "1da051447db2ed559f6321088c9cd393",
            "mtime": 1362522867388,
            "tags": [],
            "relations": {},
            "dateAdded": "2013-03-05T22:34:29Z",
            "dateModified": "2013-03-05T22:34:29Z"
        }
    },
    {
        "key": "JZMHUPMW",
        "version": 4,
        "library": {
            "type": "group",
            "id": 152708,
            "name": "High dimensional problem",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/high_dimensional_problem",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/152708/items/JZMHUPMW",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/high_dimensional_problem/items/JZMHUPMW",
                "type": "text/html"
            },
            "up": {
                "href": "https://api.zotero.org/groups/152708/items/PK23IK43",
                "type": "application/json"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 994096,
                "username": "Osukenakahara",
                "name": "",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/osukenakahara",
                        "type": "text/html"
                    }
                }
            },
            "numChildren": 0
        },
        "data": {
            "key": "JZMHUPMW",
            "version": 4,
            "parentItem": "PK23IK43",
            "itemType": "attachment",
            "linkMode": "imported_file",
            "title": "1206.0262v2.pdf",
            "accessDate": "",
            "url": "",
            "note": "",
            "contentType": "application/pdf",
            "charset": "",
            "filename": "1206.0262v2.pdf",
            "md5": "a0a53da77916dda7f8a5705a171d2e0f",
            "mtime": 1362522659186,
            "tags": [],
            "relations": {},
            "dateAdded": "2013-03-05T22:31:00Z",
            "dateModified": "2013-03-05T22:31:00Z"
        }
    }
]