Charles Lee Isbell Jr. is an American computer scientist, researcher, and educator. He is Provost and Vice Chancellor for Academic Affairs at the University of Wisconsin–Madison. Before joining the faculty there, he was a professor at the Georgia Institute of Technology College of Computing starting in 2002, and served as John P. Imlay, Jr. Dean of the College from July 2019 to July 2023. His research interests focus on machine learning and artificial intelligence, particularly interactive and human-centered AI. He has published over 100 scientific papers.[1] In addition to his research work, Isbell has been an advocate for increasing access to and diversity in higher education.
Charles Lee Isbell Jr. | |
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| Born | 18 December 1968 Chattanooga, Tennessee, U.S. |
| Education | Georgia Institute of Technology (BS) Massachusetts Institute of Technology (PhD) |
| Scientific career | |
| Fields | Computer science |
| Institutions | Georgia Tech AT&T University of Wisconsin |
| Thesis | Sparse Multi-Level Representations for Text Retrieval |
| Doctoral advisor | Rodney Brooks Paul Viola |
Early life and education
editIsbell earned his Bachelor of Science degree in information and computer science in 1990 from the Georgia Institute of Technology, where he was named its outstanding student by the president as a part of Georgia's Annual Academic Recognition Day.[2] Awarded a fellowship from AT&T Bell Labs as well as an NSF fellowship,[3] he continued his education at the MIT Computer Science and Artificial Intelligence Laboratory. There, he pursued research in artificial intelligence and machine learning as well as introducing what may have been the first on-line Black History Database.[4] After earning his PhD from the Massachusetts Institute of Technology in 1998, Isbell joined AT&T Labs – Research. In the fall of 2002, he returned to Georgia Tech to join the faculty of the College of Computing. In Summer 2023, he began as Provost at the University of Wisconsin.
Career
editAt Georgia Tech, Isbell pursued reform in computing education. He received an award in 2006 for his work on Threads, Georgia Tech's structuring principle for computing curricula. He was also awarded in 2014 for being an architect of the Georgia Tech Online Master of Science in Computer Science, a MOOC-supported degree program that has received international attention and was the first of its kind.[5][6][7][8] Isbell testified before Congress on the topic.[9] In 2008, Isbell became an associate dean of the college. Four years later in 2012, he became the senior associate dean, and in 2017, he became the executive associate dean.
As a professor and administrator, he continued to focus on issues of broadening participation in computing. Isbell is the founding executive director for the Constellations Center for Equity in Computing.[10][11]
In April 2019, it was announced that Isbell would succeed Zvi Galil as dean of the Georgia Tech College of Computing, a position he took up in July 2019 [12][13] and continued in until July 2023. On May 1, 2023, it was announced that Isbell would succeed Karl Scholz as provost of the University of Wisconsin-Madison, a position he took up August 1, 2023.[14]
Research
editIsbell's research interests are in machine learning and artificial intelligence, and have focused on independent components analysis of problem spaces existing in hundreds of thousands of dimensions; developing extensions to description logics; developing new reinforcement-learning techniques for balancing multiple sources of reward in social environments; state and activity discovery; and partial programming. The unifying theme of his work in recent years has been using statistical machine learning to enable autonomous agents to engage in lifelong learning when in the presence of thousands of other intelligent agents, including humans. His work with agents who interact in social communities has been featured in the New York Times,[15] the Washington Post,[16] Time magazine,[17] and congressional testimony.[18]
Awards and honors
editIsbell has won two "best paper" awards for technical contributions in artificial intelligence and machine learning;[19][20] has been named a National Academy of Sciences Kavli Fellow;[21] has been awarded both the NSF CAREER and DARPA CSSG awards for young investigators;[citation needed] and sits on or has sat on a number of advisory boards for NSF and DARPA.[citation needed]
Isbell was inducted as a fellow of the Association for Computing Machinery in 2018, with the citation: "For contributions to interactive machine learning; and for contributions to increasing access and diversity in computing".[22] He was also inducted as a fellow of the Association for the Advancement of Artificial Intelligence in 2019, with the citation: "For significant contributions to the field of interactive machine learning, computing education, and for increasing access and diversity in computing."[23] He was also elected as a member of the American Academy of Arts and Sciences in 2021.[24]
References
edit- ^ "Charles L. Isbell Jr". dblp computer science bibliography. 2020. Retrieved September 16, 2020.
- ^ Bernadette Burden (February 22, 1990). "3 Atlantans among state's top students". The Atlanta Journal and The Atlanta Constitution.
- ^ York, Bryant (February 2009). "Welcome to Black History Month!". Retrieved October 25, 2024.
- ^ Steve Carney (February 22, 2001). "Database is Black History in the Making". Los Angeles Times.
- ^ Gilda Edelman (September–October 2016). "The Sixteen Most Innovative People in Higher Education". Washington Monthly.
- ^ Hari Sreenivasan (September 5, 2017). "How online graduate programs offer degrees at significant savings". PBS Newshour.
- ^ Kevin Carey (September 28, 2016). "An Online Education Breakthrough? A Master's Degree for a Mere $7,000". The New York Times.
- ^ Paul Fain (September 19, 2013). "Helpful or a Hindrance?". Inside Higher Ed.
- ^ "Keeping College within Reach: Improving Access and Affordability through Innovative Partnerships | House Committee on Education and Labor".
- ^ "Charles Isbell, Jr | Constellations Center at Georgia Tech". constellations.gatech.edu. Retrieved November 14, 2022.
- ^ Bogost, Ian (June 25, 2019). "The Problem With Diversity in Computing". The Atlantic. Retrieved November 14, 2022.
- ^ "Charles Isbell Named Dean of College of Computing". Georgia Institute of Technology. April 1, 2019. Retrieved April 1, 2019.
- ^ "Isbell Begins Term as Dean of Computing". Georgia Institute of Technology. July 1, 2019. Retrieved July 2, 2019.
- ^ "Charles Lee Isbell Jr. named UW-Madison provost". University of Wisconsin-Madison. May 1, 2023. Retrieved May 4, 2023.
- ^ Anne Eisenberg (February 10, 2000). "Find Me a File, Catch Me a Cache". The New York Times.
- ^ Arianna Cha (2000). "Lost in Cyberspace? Try a Bot...". The Washington Post.
- ^ John Murrell (2000). "We Will Have Countless Friends". Time. Archived from the original on December 28, 2018 – via EBSCOhost Connection.
- ^ "Game Changers: Artificial Intelligence Part I - United States House Committee on Oversight and Government Reform". Archived from the original on December 29, 2018. Retrieved December 28, 2018.
- ^ Isbell, Charles L.; Christian Shelton; Michael Kearns; Satinder Singh; Peter Stone (2001). "A social reinforcement learning agent". Proceedings of the fifth international conference on Autonomous agents. Agents '01. pp. 377–384. doi:10.1145/375735.376334. ISBN 158113326X. S2CID 462880.
- ^ Holmes, Michael; Charles L. Isbell (2006). "Looping suffix tree-based inference of partially observable hidden state". Proceedings of the 23rd international conference on Machine learning - ICML '06. pp. 409–416. CiteSeerX 10.1.1.62.262. doi:10.1145/1143844.1143896. ISBN 1595933832. S2CID 14023840.
- ^ "Distinguished Young Scientists Selected to Participate in Kavli Frontiers of Science Symposia | the Kavli Foundation". October 18, 2011.
- ^ "ACM Fellows: Prof Charles Lee Isbell Jr". Association for Computing Machinery. 2018. Retrieved December 29, 2018.
- ^ "Elected AAAI Fellows". Association for the Advancement of Artificial Intelligence. Retrieved July 2, 2019.
- ^ "New Members Elected in 2021". American Academy of Arts and Sciences. Retrieved April 22, 2021.