She holds degrees from the University at Buffalo and Princeton. Research Drive Years three through five continue as the students go deeper and deeper into a research area and their intellectual community broadens to include collaborators from around the world. Duke Applied Machine Learning: consulting, research, and collaboration. For questions and concerns, please contact us. PhD Admissions | Duke Mechanical Engineering and Materials Science Duke faculty rank among the top 10 in the world in AI/machine learning research. As a student, you'll join a vibrant community rich in cross-campus initiatives focused on data science and machine learning, such as the Rhodes Information Initiative at Duke (iiD). label_display: false Squirrel AI Award for Artificial Intelligence for the Benefit of Humanity, FICO Recognition Award for the Explainable Machine Learning Challenge, INFORMS Innovative Applications in Analytics Award. She has served on three committees for the National Academies of Sciences, Engineering and Medicine, including the Committee on Applied and Theoretical Statistics, the Committee on Law and Justice, and the Committee on Analytic Research Foundations for the Next-Generation Electric Grid. Interpretable Machine Learning Lab - Duke University DAML - Duke Applied Machine Learning Research at Duke addresses both theoretical and practical aspects of machine learning. Pranam D. Chatterjee Program Description The Department of Computer Science offers programs leading to the M.S. Graduate Program Coordinator. Coupled with our core emphases in modeling, computation and the methodologies of modern statistical science is a broad range of interdisciplinary relationships with many other disciplines (biomedical sciences, environmental sciences, genomics, computer science, engineering, finance, neuroscience, social sciences, and others). Written and oral command of the English language is essential. I enjoy competing in data science competitions and coaching students of teams. Research Areas | Department of Computer Science - Duke University Many of our interpretable machine learning algorithms heavily rely on efficient discrete optimization techniques. My teams have won awards in several competitions, including the ASA Data Challenge Expo in 2022, FICO Recognition Award for the Explainable Machine Learning Competition in 2018, NTIRE Superresolution competition in 2018, and PoeTix Literary Turing Competition in 2018. Studying in Duke ECE, you will gain a thorough grounding in the mathematical foundations of Big Data, training in practical programming, and instruction in machine learning, statistics and information theory. The rapid growth of digitalized data and the computer power available to analyze it has created immense opportunities for both machine learning and data mining. Write a research proposal the first year and finish the research the second under the supervision of the chosen advisor and committee; present the research results to the committee and peers. As an internationally recognized leader in research and education, Duke's Computer Science's PhD and Master's Programs offer unparalleled opportunities with eminent faculty, support for students, interdisciplinary collaborations, outstanding student community, and a vibrant Research Triangle location. Master's Admissions | Duke Electrical and Computer Engineering The Duke Master of Science in Electrical & Computer Engineering provides a unique combination of opportunities: World-class research Integrated into a project-based learning environment Flexible, individualized curriculum You choose: Thesis, project or coursework-only options Professional development opportunities She directs the Interpretable Machine Learning Lab, and her goal is to design predictive models that people can understand. Our work on seizure prediction in ICU patients won the 2019 INFORMS Innovative Applications in Analytics Award. The Department of Machine Learning and Systems Biology headed by director Prof. Dr. Karsten Borgwardt is seeking aPhD student (m/f/d). Master of Engineering (MEng) in ECE at Duke Duke AI Health connects, strengthens, amplifies, and grows multiple streams of theoretical and applied research on artificial intelligence and machine learning at the University in order to answer the most urgent and difficult challenges in medicine and population health. ). Cynthia Rudin Research: My research focuses on machine learning tools that help humans make better decisions, mainly interpretable machine learning and its applications. We have built a team of internationally recognized experts in artificial intelligence and machine learningin fact, Duke ECE is said to be among the worlds top universities in AI/ML research. Machine Learning Model Identifies Mild Cognitive Impairment from Retinal Scans. Samsung, Qualcomm, Microsoft, Cadence, Semiconductor Research Corporation, Lenovo, Samsung, Intel, Facebook, HP and many others are current or former partners of Duke ECE's AI/Machine Learning cluster. Please read the Duke Wordpress Policies. Research Interests: Foundations of AI, Foundations of Signal Processing, Learning Representations,Transfer Learning, Meta-Learning, Physics Infused Learning, Extreme Value Theory, Dependence Modeling, Hypothesis Testing, Sequential Analysis. My research interests include computer architecture and microarchitecture, hardware-software co-designs, accelerators, and emerging application domains , John Cocke Distinguished Professor of Electrical and Computer Engineering, Research Interests: Emerging memory and storage technologies The curriculum in the MLSS is targeted to individuals interested in learning about machine learning, with a focus on recent deep learning methodology. These practice exercises will teach you how to implement machine learning algorithms with TensorFlow, open source libraries used by leading tech companies in the machine learning field such as Google, NVIDIA, CocaCola, eBay, Snapchat and Uber. PhD student position (m/f/d) | Machine learning and systems biology, Developmental and Evolutionary Biology & Genetics, Immunobiology and Infection Biology & Medicine, Max Planck - Revolutionary against his will, International Prize for Translational Neuroscience, International Max Planck Research Schools. Covers standard techniques, such as the perceptron algorithm, decision trees, random forests, boosting, support vector machines and reproducing kernel Hilbert spaces, regression, K-means, Gaussian mixture models and EM, neural networks, and multi-armed bandits. Students are required to TA for two semesters, although faculty are ready to work with students who want more involvement. Our PhD students also take courses, which give them the foundation on which to build their research programs. July 10, 2023. The Max Planck Society is committed to increasing the number of individuals with disabilities in its workforce and therefore encourages applications from such qualified individuals. The initial appointment will be for 3 years with a possible extension. Programs, courses and degrees in AI and machine learning, blockchain, cybersecurity, financial technology (FinTech) and engineering management . In particular, researchers at Duke have made significant contributions in learning interpretable models, non-convex optimization and theoretical understanding of neural networks. Best OM Paper in OR Award, INFORMS, 2021. She has also served on committees for DARPA, the National Institute of Justice, AAAI, and ACM SIGKDD. STAY INFORMED: Subscribe to the AI Health Mailing List and Monthly Newsletter. MS Requirements | Department of Computer Science - Duke University Students may work on multiple problems simultaneously while finding the topic that will motivate them through their first project. Teaching is a vital part of the Ph.D. experience. Then please upload your complete application documents, containing a one-page letter with a personal statement describing your scientific accomplishments and your interests in our department and its research, your CV and bibliography, as well as contact information for at least two references, in electronic form via the online application website. . Duke AI Health connects, strengthens, amplifies, and grows multiple streams of theoretical and applied research on artificial intelligence and machine learning at the University in order to answer the most urgent and difficult challenges in medicine and population health. Professor of Biomedical Engineering Research Interests: Large-scale computing, heart modeling, and brain modeling. Graduate Profiles and Graduate Outcomes , Sign up to receive more information about Duke Engineering graduate programs and recruitment events , Director of Master's Studies and Dickinson Family Associate Professor, Contact the Admissions & Recruiting team atpratt_masters@duke.edu, drupal_block( Like the Nobel prize and Turing award, it carries a $1M prize. Office Location: CIEMAS 3453 Email Address: mary.knox@duke.edu LSRC Building D101 AI Product Management Specialization (Duke) | Coursera The Advanced Machine Learning Projects in Health Data Science offers Duke students, both undergraduate and graduate, the opportunity to be a part of research teams applying advanced machine learning (deep learning) to important areas of medicine. HDS Summer 2022 Research Program - Duke AI Health She holds an undergraduate degree from the University at Buffalo, and a PhD from Princeton University. Nursing shortages threaten hospital norms. A new leadership council can 2) In Course 2, you will identify and frame a problem of interest, design a machine learning system which can help solve it, and begin the development of a . Duke University, Office: LSRC D342 Research Areas Autonomous systems Machine Learning for Peace: website forecasts civic spaces January 18, 2022 Civic spaces can serve as a barometer of political health. About - Kevin J Liang Machine Learning and Data Mining | Statistical Science HDS - Duke AI Health July 11, 2023. Durham, NC 27708, Associate Professor of Biochemistry (Joint), Charles S. Sydnor Distinguished Professor of Computer Science, Professor of Electrical and Computer Engineering (Joint), Assistant Professor of Civil and Environmental Engineering, Assistant Professor of Biomedical Engineering, Assistant Professor in the Thomas Lord Department of Mechanical Engineering and Materials Science, Anderson-Rupp Professor of Biolmedical Engineering, Associate Professor in Biostatistics & Bioinformatics, Associate Professor of Computer Science (Joint), Arthur S. Pearse Distinguished Professor of Computer Science, Professor of Biostatistics & Bioinformatics (Joint), Associate Professor of Statistical Science, Assistant Professor of Biostatistics & Bioinformatics, Eugene Anson Stead, Jr. M.D. Duke, UNC-Chapel Hill Awarded up to $50 Million from the FDA for New Research Center. This award is the most prestigious award in the field of artificial intelligence. Office Location: CIEMAS 3447 Email Address: daniel.reichman@duke.edu Danil Reichman, Ph.D. | Applied Machine Learning Lab July 10, 2023. 308 Research Drive Cynthia Rudin is the Earl D. McLean, Jr. Software Engineer, Google ", Wanxin Yuan Pass up to four of the required eight courses by exam in the first two years to give time and space for immersing oneself in the chosen area. and Ph.D. Durham, NC 27708, Assistant to the Director of Graduate Studies, Computational Biochemistry and Drug Design, CS1/CS2 Learning, Pedagogy, and Curricula, Practical and Ethical Approaches to Software and Computing, Interdisciplinary Research in Data Science, BS Concentration in AI and Machine Learning.