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EXPLORE NORTHEASTERN

Jennifer Dy

Professor,  Electrical and Computer Engineering
Director of Experiential AI Postdoc Education,  Roux Institute

Contact

Social Media

Office

  • 515 ISEC
  • 617.373.3062

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Research Focus

Machine learning; data mining; statistical pattern recognition; computer vision and image processing

About

Dr. Jennifer G. Dy is a professor at the Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, since 2002. She obtained her MS and PhD in 1997 and 2001 respectively from the School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, and her BS degree in 1993 from the Department of Electrical Engineering, University of the Philippines. She received an NSF Career award in 2004. She is an editorial board member for the journal, Machine Learning since 2004, publications chair for the International Conference on Machine Learning in 2004, and program committee member for ICML, ACM SIGKDD, AAAI, and SIAM SDM. Her research interests include Machine Learning, Data Mining, Statistical Pattern Recognition, and Computer Vision.

Education

  • PhD, Purdue University, 2001. Joined Northeastern in 2002.

Honors & Awards

  • NSF CAREER Award

Selected Publications

  • S.M. Brown, A. Webb, R.S. Mangoubi, J.G. Dy, A Sparse Combined Regression-classification Formulation for Learning a Physiological Alternative to Clinical Post-Traumatic Stress Disorder Scores, Twenty-ninth AAAI Conference on Artificial Intelligence, 2015
  • J. Ross, P. Castaldi, M. Cho, J.G. Dy, Dual Beta Process Priors for Latent Cluster Discovery in Chronic Obstructive Pulmonary Disease, ACM SIGKDD Knowledge Discovery and Data Mining, 2014
  • D. Niu, J.G. Dy, M.I. Jordan, Iterative Discovery of Multiple Alternative Clustering Views, IEEE Transactions on Pattern Analysis and Machine Intelligence, 36(7), 2014, 1340-1353
  • Y. Yan, R. Rosales, G. Fung, J.G. Dy, Active Learning from Crowds, Proceedings of the 28th International Conference on Machine Learning (ICML), 2011, 1161-1168
  • Y. Guan, J.G. Dy, M.I. Jordan, A Unified Probabilistic Model for Global and Local Unsupervised Feature Selection, Proceedings of the 28th International Conference on Machine Learning (ICML), 2011, 1073-1080
  • M. Masaeli, G. Fung, J.G. Dy, From Transformation-Based Dimensionality Reduction to Feature Selection, Proceedings of the 27th International Conference on Machine Learning (ICML), 2010, 751-758
  • Y. Yan, R. Rosales, G. Fung, M. Schmidt, J.G. Dy, et al., Modeling Annotator Expertise: Learning when Everybody Knows a Bit of Something, Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS), 9, 2010, 932-939

Spotlight Story

Oct 02, 2020

PhD Spotlight: Setareh Ariafar, PhD’20 – Electrical Engineering

Advised by College of Engineering Professors Jennifer Dy and Dana Brooks, Electrical and Computer Engineering Setareh Ariafar joined the Machine Learning Lab and the Bio-Medical Imaging and Signal Processing Lab to pursue her doctoral studies at Northeastern University in 2015, after finishing her master’s degree from Boston University, and a BS and MS from the […]

Faculty

Jul 28, 2020

ECE Team Wins Facebook Research Award

ECE Associate Professor Stratis Ioannidis is leading a team with Professors Jennifer Dy and Deniz Erdoğmuş, that won a highly competitive Facebook Research Award with their project “Learning from Comparisons”.

photo of Akram Alshawabkeh outside

Faculty

Mar 23, 2020

PROTECT Research Center: Continuing a Bold Mission for Environmental Health

This week, the PROTECT multidisciplinary and multi-institutional research center, led by Akram Alshawabkeh, Director of PROTECT, and Snell Professor of Engineering and Senior Associate Dean for Research and Graduate Education, was awarded a five-year $10.7 million grant from the National Institutes of Health to continue and expand its work. This next phase of PROTECT research will include the study of an additional 1,000 pregnant women and look at a mixture of chemicals beyond the initial two suspect chemical classes.

Mar 12, 2020

Cybersecurity: Your Secrets Are Safe With Us

Northeastern researchers are at the forefront of cybersecurity research, protecting everything from the phone in your pocket to the city of the future.

Faculty

Nov 12, 2019

ECE Team Wins Best Paper Award at IEEE DySPAN 2019

ECE PostDoc Andrey Gritsenko, Computer Engineering PhDs Zifeng Wang, Tong Jian, Professor Jennifer Dy, Associate Professor Kaushik Chowdhury, and Assistant Professor Stratis Ioannidis received the best paper award at the IEEE DySPAN 2019 conference for their paper on “Finding a ‘New’ Needle in the Haystack: Unseen Radio Detection in Large Populations Using Deep Learning”.

Faculty

Sep 19, 2019

Ioannidis to Lead $1M NSF Grant for Real-Time Learning for Next Generation Wireless Systems

ECE Assistant Professor Stratis Ioannidis is leading a $1M NSF grant, with Professors Jennifer Dy, Tommaso Melodia, Associate Professor Kaushik Chowdhury, and Assistant Professor Yanzhi Wang, to develop “Efficient and Adaptive Real-Time Learning for Next Generation Wireless Systems”.

Faculty

Sep 17, 2018

$1.5M Wireless/Machine Learning DARPA Award for Device Fingerprinting

ECE Professor Kaushik Chowdhury is leading an interdisciplinary COE team leveraging a $1.5 million DARPA grant to identify device-specific radio signals on a massive scale.

Faculty

Aug 21, 2018

$1M NSF Grant to Understand Subjective Experiences

CCIS Assistant Professor Jan-Willem van de Meent (PI) and co-PIs ECE Professor Jennifer Dy, ECE Assistant Professor Sarah Ostadabbas, and COS Assistant Professor Ajay Satpute were awarded a $1M NSF grant “Leveraging Deep Probabilistic Models to Understand the Neural Bases of Subjective Experience”.

Faculty

Apr 28, 2017

Excellence in Research and Creative Activity Award

Congratulations to ECE professor Jennifer Dy for receiving the Excellence in Research and Creative Activity Award by the Office of the Provost. This award is presented to a full-time faculty member to honor outstanding research and creative activity of national and international significance. The president and the provost determine the recipients on the basis of […]

Graduate

Oct 27, 2016

ECE PhD student Wins ACM Student Research Competition

ECE PhD student Setareh Ariafar won First Place in the ACM Student Research Competition Graduate Level Finals at the Grace Hopper Celebration of Women in Computing Conference presenting her work on "Network-SVM: Support Vector Machine for Network Data".

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