PeopleofSuperintelligence

Researcher

Mark Davenport

Mark Davenport is a Georgia Tech professor whose research links machine learning with signal processing and statistical inference. He earned degrees in electrical and computer engineering at Rice, served as an NSF postdoctoral fellow at Stanford, and joined Georgia Tech's ECE faculty in 2012. He coauthored a 2010 paper on inference from compressive measurements and a 2025 paper on test-time adaptation for seismic deconvolution. As of October 2026, he is a professor and associate chair for graduate affairs in Georgia Tech's School of Electrical and Computer Engineering.

Timeline

  1. 2004–2010

    Degrees at Rice

    He earns B.S., M.S., and Ph.D. degrees in electrical and computer engineering at Rice in 2004, 2007, and 2010.

  2. 2010

    Signal processing with compressive measurements

    In 2010, he coauthors "Signal processing with compressive measurements," a paper that explores inference tasks such as detection, classification, estimation, and filtering directly from compressive measurements.

  3. By 2012

    A Stanford postdoctoral fellowship

    Before joining Georgia Tech's ECE faculty in 2012, he serves as an NSF Mathematical Sciences Postdoctoral Research Fellow at Stanford University and visits Laboratoire Jacques-Louis Lions at Université Pierre et Marie Curie.

  4. 2012

    Faculty at Georgia Tech

    In 2012, he joins Georgia Tech's School of Electrical and Computer Engineering. His research focuses on low-dimensional models and optimization in signal processing, statistical inference, and machine learning.

  5. By 2024

    NSF, Sloan, and PECASE awards

    By 2024, his honors include the NSF CAREER Award, the Air Force Office of Scientific Research Young Investigator Award, the Sloan Research Fellowship, and the Presidential Early Career Award for Scientists and Engineers.

  6. June 2024

    Associate chair for graduate affairs

    In June 2024, he joins Georgia Tech's ECE leadership team as associate chair for graduate affairs.

  7. 2025

    Test-time adaptation for seismic data

    In 2025, he coauthors "Test-Time Forward Model Adaptation for Seismic Deconvolution," which refines the forward model during inference.

  8. As of October 2026

    Professor and associate chair

    As of October 2026, he is a professor in Georgia Tech's School of Electrical and Computer Engineering and serves as associate chair for graduate affairs.

Career

  1. Since 2012Georgia Institute of TechnologyProfessor
  2. Stanford UniversityNSF Mathematical Sciences Postdoctoral Research Fellow

Education

  1. 2010Rice UniversityB.S., M.S., and Ph.D.

From the biography.

  1. The Massachusetts Institute of Technology trained or employed 44 of the 187 AI major-prize winners, more than any other universityIncludes Georgia Institute of Technology. The Massachusetts Institute of Technology trained or employed 44 of the 187 AI major-prize winners, more than any other university. We compare doctorate and 5+ year employment links, career timing and current workplaces for 187 major-prize and 1,111 best-paper winners.
  2. The median h-index is 48 at universities and 14 at frontier AI labsIncludes Georgia Institute of Technology. The median h-index is 48 at universities and 14 at frontier AI labs. We compare publishing careers, recent citations, dual appointments and job moves across 2,420 university researchers and 308 frontier-lab researchers.
  3. People shaping AI work at a median of 3 organizations over a career: 3 for university starters and institute and lab starters, versus 2 for company startersIncludes Georgia Institute of Technology. Across 6,853 people shaping AI with a dated work role, we estimate a median of 3 parent organizations over a career (mean 3.6), comparing role groups, starting sectors and starting decades from the 1950s to 2020–2026.
  4. 84% of people shaping AI with recorded undergraduate and doctoral schools changed institutions for their doctorateIncludes Georgia Institute of Technology. 84% of people shaping AI with recorded undergraduate and doctoral schools changed institutions for their doctorate. Across 2,116 people with both an undergraduate degree and a doctorate recorded, we trace which undergraduate schools feed which doctoral programs, how often students stay at the same school, and how paths differ by birth-country region.

Colleagues

People with dated positions at the same organization in the same years.

Sources and credits

Photo: We have no published photo of Mark Davenport yet. Send us a free-licensed photo.

  1. Rice Engineering awards alumni with virtual toast | George R. Brown School of Engineering | Rice University engineering.rice.edu. Checked 21 October 2026.
  2. Signal processing with compressive measurements - Houston Methodist Scholars scholars.houstonmethodist.org. Checked 21 October 2026.
  3. Davenport Named Associate Chair for Graduate Affairs | ML (Machine Learning) at Georgia Tech ml.gatech.edu. Checked 21 October 2026.
  4. Test-Time Forward Model Adaptation for Seismic Deconvolution - King Fahd University of Petroleum & Minerals pure.kfupm.edu.sa. Checked 21 October 2026.
  5. Graduate Student Handbook: Academic Advisement | School of Electrical and Computer Engineering ece.gatech.edu. Checked 21 October 2026.