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Rediet Abebe

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with Irene Lo and Ana-Andrea Stoica. MD4SG hosts an annual workshop series highlighting work and connecting the community of researchers committed to using algorithms to improve societal welfare. In 2021, she co-launched the ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO) and served as an inaugural Program Co-Chair.
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Abebe co-founded Mechanism Design for Social Good (MD4SG), a multi-disciplinary research collective that uses algorithms and mechanism design to tackle inequality, with Kira Goldner in 2016, alongside a multi-institutional reading group of 12 members. Abebe has since been co-organizing the initiative
435:- The Banatao Institute (CITRIS); and the Center for the Theoretical Foundations of Learning, Inference, Information, Intelligence, Mathematics, and Microeconomics at Berkeley (CLIMB). Abebe also leads the Berkeley Equity and Access in Algorithms, Mechanisms, and Optimization research group (BEAAMO). 362:. Her dissertation made notable contributions across multiple fields in computer science, receiving the 2020 ACM SIGKDD Dissertation Award and an honorable mention for the ACM SIGecom Dissertation Award. She is the first Black woman to complete a Ph.D. in computer science in the university's history. 381:
Abebe's interest in merging inequality studies and computer science stemmed both from her educational background in Ethiopia as well as her study of the Cambridge public schools through attendance of school board meetings. Through these experiences she emphasizes the potential social harms of
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as an assistant professor, focused in the research areas of artificial intelligence; information, data, network, and communication sciences; and theory. She is the first Black female professor in the history of the department and the second in the history of the college of engineering.
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in part for her work co-founding MD4SG. Her dissertation received the 2020 ACM SIGKDD Dissertation Award and an honorable mention for the ACM SIGecom Dissertation Award for offering foundations of this emerging research area.
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Trifunovic, Luka; Dial, Oliver; Trif, Mircea; Wootton, James R.; Abebe, Rediet; Yacoby, Amir; Loss, Daniel (2012). "Long-Distance Spin-Spin Coupling via Floating Gates".
476:(NeurIPS) and offers networking and collaborative opportunities. Through Black in AI, Abebe has spearheaded the Academic Program, for which she was honored in the 2019 1465: 1531: 1639: 1614: 473: 420:. She is the second Junior Fellow with a CS Ph.D., the first female computer scientist, and the first Black computer scientist in the Society's history. 267:
and distributive justice. She co-founded the multi-institutional interdisciplinary research initiatives Mechanism Design for Social Good (MD4SG) and
378:, with a focus on inequality and distributive justice. Her work includes algorithmic frameworks for examining issues in underserved populations. 1634: 287:. She was educated in the Ethiopian National Curriculum at Nazareth School before winning a competitive merit-based scholarship to attend the 288: 1303:"Rediet Abebe, Co-Founder of Black in AI, talks about the need for more diversity in AI job roles, and why she founded her own organization" 1609: 1594: 890: 314:. As an undergraduate, she co-authored research papers in mathematics, physics, and public health. While at Harvard, Abebe contributed to 1599: 1604: 1039: 431:
Abebe is a member of the Berkeley Artificial Intelligence Research Lab (BAIR); the Berkeley Institute for Data Science (BIDS); the
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in MIT Technology Review 'Pioneers, In breaking with the old ways, they create better AI, antibiotics, and even architecture'.
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Harding, Charles; Pompei, Francesco; Burmistrov, Dmitriy; Welch, H. Gilbert; Abebe, Rediet; Wilson, Richard (2015).
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Abebe's research develops mathematical and computational frameworks for examining questions related to
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as a staff writer, where she focused on the Cambridge public school system (2009-2011).
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Abebe joined the department of electrical engineering and computer sciences at the
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Harvard John A. Paulson School of Engineering and Applied Sciences alumni
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Center for Information Technology Research in the Interest of Society
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Abebe was honored as a pioneer in the 2019 MIT Technology Review's
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2020: 100 Most Influential Young Africans, African Youth Awards.
1536: 166: 1113:"CITRIS and the Banatao Institute - University of California" 1088: 1064: 472:, in 2016. The organization arranges annual workshops at the 1569:
She uses algorithms and AI to fight socioeconomic inequality
1040:"Cornell's first black female CS Ph.D. blazed her own trail" 667: 248:. She is an assistant professor of computer science at the 1165: 1488:"2020 100 Most Influential Young Africans List Announced" 1112: 714: 591: 504:
2020: ACM SIGecom Dissertation Award (honorable mention).
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Conference on Neural Information Processing Systems
438: 1532:"Here Are The 28 Andrew Carnegie Fellows For 2022" 1576: 495:2019: Harvard Society of Fellows, Junior Fellow. 89:MIT Technology Review Innovators Under 35 (2019) 1065:"Berkeley Artificial Intelligence Research Lab" 507:2020: Innovation for Equity, Rising Star Award. 943:"ACD Working Group on Artificial Intelligence" 382:inequitable algorithmic design in her work. 289:International Community School of Addis Ababa 492:2018: Harvard-Cambridge Fellowship, Harvard. 464:, a network of 1,500 researchers working on 1640:Ethiopian expatriates in the United Kingdom 339:and earned a Master of Advanced Studies in 327:as the Governor William Shirley Scholar at 274: 1615:Ethiopian expatriates in the United States 728: 685: 498:2019: MIT Technology Review, 35 Under 35. 370:Abebe's research develops techniques in 1485: 913: 513:2022: Class of Andrew Carnegie Fellows. 350:Abebe completed her doctoral degree in 1577: 1300: 947:NIH Advisory Committee to the Director 365: 1635:Alumni of Pembroke College, Cambridge 1089:"Berkeley Institute for Data Science" 937: 935: 888: 416:In 2019, Abebe was inducted into the 172:Designing Algorithms for Social Good 1016:"Rediet Abebe | EECS at UC Berkeley" 530: 528: 526: 501:2020: ACM SIGKDD Dissertation Award. 483: 385:Throughout 2019 Abebe served on the 1610:Ethiopian women computer scientists 1595:Artificial intelligence researchers 1258:"35 Innovators Under 35 - Pioneers" 1093:Berkeley Institute for Data Science 992:"Current and Former Junior Fellows" 634: 632: 536:"Current and Former Junior Fellows" 13: 1032: 932: 797:The Harvard-Cambridge Scholarships 613:"Mechanism Design for Social Good" 425:University of California, Berkeley 250:University of California, Berkeley 142:University of California, Berkeley 14: 1656: 1600:Artificial intelligence ethicists 1553: 605: 523: 489:2018: Bloomberg 50, One to Watch. 86:Harvard Society of Fellows (2019) 1442:"ACM SIGecom Dissertation Award" 1282:"ACM SIGecom Dissertation Award" 1117:CITRIS and the Banatao Institute 629: 439:Mechanism Design for Social Good 323:After college, she attended the 1605:Theoretical computer scientists 1524: 1504: 1479: 1454: 1434: 1422:"ACM SIGKDD Dissertation Award" 1414: 1394: 1368: 1344: 1319: 1294: 1274: 1250: 1226: 1206: 1182: 1158: 1129: 1105: 1081: 1057: 1008: 984: 959: 907: 882: 858: 834: 809: 769:"Rediet T. Abebe - Writer Page" 687:10.1001/jamainternmed.2015.3043 646:. 25 April 2018. Archived from 1512:"2022 Andrew Carnegie Fellows" 914:Crowell, Rachel (2021-04-01). 785: 761: 708: 661: 576: 560:"Meet the Innovators Under 35" 552: 455: 1: 1645:21st-century Ethiopian people 517: 387:National Institutes of Health 279:Abebe was born and raised in 83:Andrew Carnegie Fellow (2022) 1238:MIT Technology Review Events 236:: ረድኤት አበበ) is an Ethiopian 16:Ethiopian computer scientist 7: 889:Omaar, Hodan (2020-10-22). 842:"Jon Kleinberg – Home Page" 480:50 list as a one to watch. 393:along AI experts including 358:, where she was advised by 36:1991 (age 32–33) 10: 1661: 996:Harvard Society of Fellows 895:Center for Data Innovation 540:Harvard Society of Fellows 418:Harvard Society of Fellows 258:Harvard Society of Fellows 1630:Cornell University alumni 747:10.1103/PhysRevX.2.011006 343:under the supervision of 197: 193: 181: 165: 134: 103: 96: 76: 50: 28: 21: 1562:publications indexed by 308:Master of Science degree 275:Early life and education 252:. Previously, she was a 1620:People from Addis Ababa 1462:"Innovation for Equity" 1402:"MIT Technology Review" 325:University of Cambridge 246:artificial intelligence 157:University of Cambridge 111:artificial intelligence 63:University of Cambridge 1486:ayadmin (2020-11-03). 1020:www2.eecs.berkeley.edu 674:JAMA Internal Medicine 1301:Forbes (2019-02-22). 1262:MIT Technology Review 564:MIT Technology Review 1331:Berkman Klein Center 971:Berkman Klein Center 817:"Cambridge Scholars" 1492:Africa Youth Awards 773:The Harvard Crimson 739:2012PhRvX...2a1006T 449:Innovators Under 35 366:Research and career 317:The Harvard Crimson 312:applied mathematics 298:where she earned a 1352:"The Bloomberg 50" 1141:climb.berkeley.edu 846:Cornell University 356:Cornell University 337:Mathematics Tripos 296:Harvard University 238:computer scientist 152:Cornell University 147:Harvard University 68:Harvard University 58:Cornell University 1069:bair.berkeley.edu 1044:Cornell Chronicle 717:Physical Review X 484:Awards and honors 460:Abebe co-founded 389:Working Group on 291:for high school. 227: 226: 98:Scientific career 1652: 1548: 1547: 1545: 1544: 1528: 1522: 1521: 1519: 1518: 1508: 1502: 1501: 1499: 1498: 1483: 1477: 1476: 1474: 1473: 1464:. 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Kleinberg 183:Doctoral advisor 177: 121:computer science 19: 18: 1660: 1659: 1655: 1654: 1653: 1651: 1650: 1649: 1575: 1574: 1556: 1551: 1542: 1540: 1530: 1529: 1525: 1516: 1514: 1510: 1509: 1505: 1496: 1494: 1484: 1480: 1471: 1469: 1460: 1459: 1455: 1446: 1444: 1440: 1439: 1435: 1426: 1424: 1420: 1419: 1415: 1406: 1404: 1400: 1399: 1395: 1386: 1384: 1374: 1373: 1369: 1360: 1358: 1350: 1349: 1345: 1336: 1334: 1325: 1324: 1320: 1311: 1309: 1299: 1295: 1286: 1284: 1280: 1279: 1275: 1266: 1264: 1256: 1255: 1251: 1242: 1240: 1232: 1231: 1227: 1218: 1216: 1212: 1211: 1207: 1198: 1196: 1188: 1187: 1183: 1174: 1172: 1164: 1163: 1159: 1150: 1148: 1135: 1134: 1130: 1121: 1119: 1111: 1110: 1106: 1097: 1095: 1087: 1086: 1082: 1073: 1071: 1063: 1062: 1058: 1049: 1047: 1038: 1037: 1033: 1024: 1022: 1014: 1013: 1009: 1000: 998: 990: 989: 985: 976: 974: 965: 964: 960: 951: 949: 941: 940: 933: 924: 922: 920:Quanta Magazine 912: 908: 899: 897: 887: 883: 874: 872: 870:The Cornell Sun 864: 863: 859: 850: 848: 840: 839: 835: 826: 824: 815: 814: 810: 801: 799: 791: 790: 786: 777: 775: 767: 766: 762: 713: 709: 700: 698: 666: 662: 653: 651: 644:Levers in Heels 638: 637: 630: 621: 619: 611: 610: 606: 597: 595: 582: 581: 577: 568: 566: 558: 557: 553: 544: 542: 534: 533: 524: 520: 486: 458: 441: 411:Francis Collins 368: 294:Abebe attended 277: 217: 216: 201: 175: 161: 130: 92: 72: 51:Alma mater 46: 37: 35: 34: 24: 17: 12: 11: 5: 1658: 1648: 1647: 1642: 1637: 1632: 1627: 1622: 1617: 1612: 1607: 1602: 1597: 1592: 1587: 1573: 1572: 1566: 1564:Google Scholar 1555: 1554:External links 1552: 1550: 1549: 1523: 1503: 1478: 1453: 1433: 1413: 1393: 1381:Bloomberg News 1376:"Bloomberg 50" 1367: 1343: 1327:"Rediet Abebe" 1318: 1293: 1273: 1249: 1225: 1205: 1181: 1170:www.beaamo.com 1157: 1128: 1104: 1080: 1056: 1046:. May 21, 2020 1031: 1007: 983: 967:"Rediet Abebe" 958: 931: 906: 881: 857: 833: 823:. 17 June 2013 808: 784: 760: 707: 660: 628: 604: 575: 551: 521: 519: 516: 515: 514: 511: 508: 505: 502: 499: 496: 493: 490: 485: 482: 457: 454: 440: 437: 367: 364: 276: 273: 225: 224: 199: 195: 194: 191: 190: 185: 179: 178: 169: 163: 162: 160: 159: 154: 149: 144: 138: 136: 132: 131: 129: 128: 123: 118: 113: 107: 105: 101: 100: 94: 93: 91: 90: 87: 84: 80: 78: 74: 73: 71: 70: 65: 60: 54: 52: 48: 47: 38: 32: 30: 26: 25: 22: 15: 9: 6: 4: 3: 2: 1657: 1646: 1643: 1641: 1638: 1636: 1633: 1631: 1628: 1626: 1623: 1621: 1618: 1616: 1613: 1611: 1608: 1606: 1603: 1601: 1598: 1596: 1593: 1591: 1590:Living people 1588: 1586: 1583: 1582: 1580: 1570: 1567: 1565: 1561: 1558: 1557: 1539: 1538: 1533: 1527: 1513: 1507: 1493: 1489: 1482: 1468:on 2020-10-30 1467: 1463: 1457: 1443: 1437: 1423: 1417: 1403: 1397: 1383: 1382: 1377: 1371: 1357: 1353: 1347: 1332: 1328: 1322: 1308: 1304: 1297: 1283: 1277: 1263: 1259: 1253: 1239: 1235: 1229: 1215: 1209: 1195: 1194:www.md4sg.com 1191: 1185: 1171: 1167: 1161: 1147:on 2022-03-05 1146: 1142: 1138: 1132: 1118: 1114: 1108: 1094: 1090: 1084: 1070: 1066: 1060: 1045: 1041: 1035: 1021: 1017: 1011: 997: 993: 987: 972: 968: 962: 948: 944: 938: 936: 921: 917: 910: 896: 892: 885: 871: 867: 861: 847: 843: 837: 822: 818: 812: 798: 794: 788: 774: 770: 764: 756: 752: 748: 744: 740: 736: 731: 726: 723:(1): 011006. 722: 718: 711: 697: 693: 688: 683: 680:(9): 1483–9. 679: 675: 671: 664: 650:on 2020-02-22 649: 645: 641: 635: 633: 618: 614: 608: 594:on 2020-08-19 593: 589: 588:blackinai.org 585: 584:"Black in AI" 579: 565: 561: 555: 541: 537: 531: 529: 527: 522: 512: 509: 506: 503: 500: 497: 494: 491: 488: 487: 481: 479: 475: 471: 467: 463: 453: 450: 445: 436: 434: 429: 426: 421: 419: 414: 412: 408: 404: 403:Daphne Koller 400: 396: 395:Kate Crawford 392: 388: 383: 379: 377: 373: 363: 361: 360:Jon Kleinberg 357: 353: 348: 346: 342: 338: 334: 330: 326: 321: 319: 318: 313: 309: 305: 301: 297: 292: 290: 286: 282: 272: 270: 266: 261: 259: 255: 254:Junior Fellow 251: 247: 243: 239: 235: 231: 222: 214: 200: 196: 192: 189: 186: 184: 180: 173: 170: 168: 164: 158: 155: 153: 150: 148: 145: 143: 140: 139: 137: 133: 127: 124: 122: 119: 117: 114: 112: 109: 108: 106: 102: 99: 95: 88: 85: 82: 81: 79: 75: 69: 66: 64: 61: 59: 56: 55: 53: 49: 45: 41: 31: 27: 20: 1560:Rediet Abebe 1541:. 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Index

Addis Ababa
Ethiopia
Cornell University
University of Cambridge
Harvard University
artificial intelligence
algorithms
computer science
inequality
University of California, Berkeley
Harvard University
Cornell University
University of Cambridge
Thesis
Doctoral advisor
Jon M. Kleinberg
www.cs.cornell.edu/~red/
md4sg.com
Amharic
computer scientist
algorithms
artificial intelligence
University of California, Berkeley
Junior Fellow
Harvard Society of Fellows
inequality
Black in AI
Addis Ababa
Ethiopia
International Community School of Addis Ababa

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