Recent News & Accomplishments
2020
Alex Hanson , a first-year doctoral student advised by Assistant Professor Abhinav Shrivastava , recently won the Department of Defense National Defense Science and Engineering Graduate (NDSEG) Fellowship for 2020. Hanson’s current research focuses on selecting data to make neural network training faster and produce more accurate models. In particular, his work aims to capture meaningful representations of high-level concepts from data via machine learning and use geometric methods to interpret and improve those representations. “I am hoping to be able to distinguish what a neural network... read more
Assistant Professor Soheil Feizi recently won the AWS Machine Learning Research Award for his project titled “Explainable Deep Learning: Accuracy, Robustness and Fairness”. The AWS Machine Learning Research Awards (MLRA) aims to support research to advance the frontiers of machine learning (ML) and its application across a wide range of problems. The funded project focuses on developing accurate, robust and fair interpretation methods for deep learning models. “The growing use of deep learning in sensitive applications such as medicine, autonomous driving, and finance raises concerns about... read more
Assistant Professor John Dickerson received the 2020 Graduate Faculty Mentor of the Year Award. This university-level award recognizes the outstanding mentoring provided by individual faculty. Dickerson was nominated for the award by Duncan McElfresh , a fourth-year PhD student in the Applied Mathematics & Statistics, and Scientific Computation (AMSC) program, and was supported by several other students. “Working with John has made the challenges of graduate school seem easy, and even enjoyable,” said McElfresh. “John is extremely supportive and treats his students as collaborators, I am... read more
Assistant Professor David Levin was recently selected as one of the awardees of the National Center for Women & Information Technology (NCWIT) 2020 Undergraduate Research Mentoring Award under the Junior faculty at a PhD granting institution category. The award recognizes the academic alliance (including Non-Profit U.S. Institutions) representatives for their outstanding mentorship, cutting edge research opportunity, encouragement and inclusion of women and minority students in computing related fields. “I consider this aspect of my work to really be what the job is all about to me, —... read more
Ph.D. students Rohan Chandra, Kanishka Ganguly, Kamal Gupta and Kevin Hogan receive the UMD Graduate Student Research Fellowship for summer 2020. Rohan Chandra (Advisor- Dinesh Manocha ) Chandra earned his bachelors in electronics engineering from Delhi Technological University, New Delhi, India, and his master’s in computer science from UMD in 2018. His research work focuses on socially acceptable autonomous driving and aims to develop a new metric that can be used to "measure" social behavior. “While most of the current focus on AVs in both industry and academia is on their safe and proper... read more
Associate Perotto Professor Thomas Goldstein and Assistant Professor Furong Huang recently received the 2020 JPMorgan Faculty Research Award for their project titled “Robust, Private and Fair ML for Financial Models”. The focus of the project is towards security vulnerabilities in the Financial machine learning models which include the adversarial attacks, privacy leaks, and fairness violations. The research has three-fold goals: · Studying how adversarial attacks impact markets · Preventing leaks of the user’s private data and · Safeguarding the protected attributes of the customers in order... read more
Makana Castillo-Martin, Jason Fan, Nick Franzese and Lillian Huang received the 2020 National Science Foundation Graduate Research Fellowships
Four graduate students from the department, Makana Castillo-Martin, Jason Fan, Nicholas Franzese and Lillian Huang were recently awarded the National Science Foundation Graduate Research Fellowships for 2020. The NSF fellowship program recognizes and supports outstanding graduate students in science, technology, engineering, and mathematics. Makana Castillo-Martin An undergraduate in Mathematics and Computer Science from Reed College, Castillo-Martin is currently studying the user perceptions of fairness and privacy. She plans to work in academics to broaden engagement and participation in... read more
Eddie Schoute a fourth-year doctoral student received the prestigious IBM PhD fellowship for 2020. Schoute was one of the 24 winners selected from hundreds of applicants from over140 universities in 31 countries. The distinguished fellowship recognizes the ability in pioneering research areas, such as artificial intelligence, blockchain, quantum computing, data science, security, hybrid cloud technology, and the next generation of cutting-edge processors. Schoute’s research work focuses towards quantum circuit transformations for quantum architectures. His current work aims on a topic called... read more
Jack and Rita G. Minker Professor Mohammad Hajiaghayi was recently named the fellow of European Association for Theoretical Computer Science -2020, for his outstanding contributions to the algorithmic graph theory, game theory, and distributed computing. He was one of the 3 members selected by the EATCS Fellow Selection Committee. Hajiaghayi’s research focuses on algorithmic game theory and combinatorial auctions, network design, combinatorial optimizations and approximation algorithms, fixed-parameter algorithms, algorithmic graph theory, distributed and mobile computing, and computational... read more
Professor Aravind Srinivasan was recently named a Fellow of the Society for Industrial and Applied Mathematics (SIAM) for 2020 . SIAM is an international society which aims to promote research that will lead to effective new mathematical and computational methods and techniques for science, engineering, industry, and society. SIAM specifically recognized Srinivasan for his “contributions to randomized algorithms and probabilistic methods with applications to network and computational science”. Srinivasan’s research has been at the intersection of randomized algorithms, AI, discrete... read more