Pub Date : 2022-01-27DOI: 10.1162/99608f92.69c5328d
M. Kieferová, Y. Sanders
. Data-processing algorithms often require that the data is prepared in appropriate structures that are readily accessible or can be prepared on demand. Quantum computers derive their power from storing and manipulating quantum superpositions and could potentially speed up data science tasks. However, they often require input in the form of a quantum state that encodes a nonquantum data set. Here we describe some of the challenges of encoding nonquantum data for use by quantum computers
{"title":"Assume a Quantum Dataset","authors":"M. Kieferová, Y. Sanders","doi":"10.1162/99608f92.69c5328d","DOIUrl":"https://doi.org/10.1162/99608f92.69c5328d","url":null,"abstract":". Data-processing algorithms often require that the data is prepared in appropriate structures that are readily accessible or can be prepared on demand. Quantum computers derive their power from storing and manipulating quantum superpositions and could potentially speed up data science tasks. However, they often require input in the form of a quantum state that encodes a nonquantum data set. Here we describe some of the challenges of encoding nonquantum data for use by quantum computers","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48933433","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-01-27DOI: 10.1162/99608f92.f9fc894c
J. Cunningham, Anna Hui, Julia I. Lane, George Putnam
{"title":"A Value-Driven Approach to Building Data Infrastructures: The Example of the MidWest Collaborative","authors":"J. Cunningham, Anna Hui, Julia I. Lane, George Putnam","doi":"10.1162/99608f92.f9fc894c","DOIUrl":"https://doi.org/10.1162/99608f92.f9fc894c","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44226478","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-01-27DOI: 10.1162/99608f92.2c5ec0ca
Nini Hu
Editor’s Note: In this article, fashion creative technologist Nini Hu gives real-world examples of the ways in which musicians and artists are using AI to further their creative vision and bring AI technology into the ‘mainstream’ creative world. She explains the potential for this technology to be used as a tool for democratizing creativity, and prompts the question, “How can the rest of us become more creative through AI?”
{"title":"AI and Creativity","authors":"Nini Hu","doi":"10.1162/99608f92.2c5ec0ca","DOIUrl":"https://doi.org/10.1162/99608f92.2c5ec0ca","url":null,"abstract":"Editor’s Note: In this article, fashion creative technologist Nini Hu gives real-world examples of the ways in which musicians and artists are using AI to further their creative vision and bring AI technology into the ‘mainstream’ creative world. She explains the potential for this technology to be used as a tool for democratizing creativity, and prompts the question, “How can the rest of us become more creative through AI?”","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42689446","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-01-27DOI: 10.1162/99608f92.0f97ea03
M. Williams
{"title":"Transforming Hiring and Retention: Mr. Edison Meets AI/ML","authors":"M. Williams","doi":"10.1162/99608f92.0f97ea03","DOIUrl":"https://doi.org/10.1162/99608f92.0f97ea03","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49081136","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-01-27DOI: 10.1162/99608f92.538e463c
Tyler Radford, Maria Camila Garzon-Ruiz
{"title":"With, by, and for Refugees","authors":"Tyler Radford, Maria Camila Garzon-Ruiz","doi":"10.1162/99608f92.538e463c","DOIUrl":"https://doi.org/10.1162/99608f92.538e463c","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48119048","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-01-27DOI: 10.1162/99608f92.b3353b93
Marie McAuliffe, Guy J. Abel, A. Kitimbo, José Ignacio Martín Galán
{"title":"Data, Design, and Deep Domain Knowledge: Science-Policy Collaboration to Combat Misinformation on Migration and Migrants","authors":"Marie McAuliffe, Guy J. Abel, A. Kitimbo, José Ignacio Martín Galán","doi":"10.1162/99608f92.b3353b93","DOIUrl":"https://doi.org/10.1162/99608f92.b3353b93","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47630082","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-01-27DOI: 10.1162/99608f92.bb7b9fd3
Holger Pietzsch
{"title":"Can Digital Construction Save the Planet?","authors":"Holger Pietzsch","doi":"10.1162/99608f92.bb7b9fd3","DOIUrl":"https://doi.org/10.1162/99608f92.bb7b9fd3","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44725250","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-01-27DOI: 10.1162/99608f92.e0579538
Scott Tranter
{"title":"Tracking and Measuring the Evolution of Humanitarian Efforts","authors":"Scott Tranter","doi":"10.1162/99608f92.e0579538","DOIUrl":"https://doi.org/10.1162/99608f92.e0579538","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41746720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-01-27DOI: 10.1162/99608f92.dbd5f147
D. Parkes
{"title":"Kaleidoscopic Data Science","authors":"D. Parkes","doi":"10.1162/99608f92.dbd5f147","DOIUrl":"https://doi.org/10.1162/99608f92.dbd5f147","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42537155","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-01-27DOI: 10.1162/99608f92.4f5dc421
Anne-Marie Grey
{"title":"America’s Renewed Commitment to Addressing the Global Refugee Crisis","authors":"Anne-Marie Grey","doi":"10.1162/99608f92.4f5dc421","DOIUrl":"https://doi.org/10.1162/99608f92.4f5dc421","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46956252","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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