Mohammadi, Narges and Doyley, Marvin M. and Cetin, Mujdat (2021). MR Elasticity Reconstruction Using Statistical Physical Modeling and Explicit Data-Driven Denoising Regularizer. IEEE Statistical Signal Processing Workshop. DOI
Mohammadi, Narges and Doyley, Marvin M. and Cetin, Mujdat (2021). Ultrasound Elasticity Imaging Using Physics-Based Models and Learning-Based Plug-and-Play Priors. IEEE International Conference on Acoustics, Speech and Signal Processing. DOI
Mohammadi, Narges and Doyley, Marvin M. and Cetin, Mujdat (2021). Finite Element Reconstruction of Stiffness Images in MR Elastography Using Statistical Physical Forward Modeling and Proximal Optimization Methods. IEEE International Symposium on Biomedical Imaging. DOI
Ekmekci, Canberk and Cetin, Mujdat (2021). Model-Based Bayesian Deep Learning Architecture for Linear Inverse Problems in Computational Imaging. Electronic Imaging. DOI
Riley, Parker and Gildea, Daniel (2021). Outside Computation with Superior Functions. Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics. DOI
Sobel, Joshua and Bertram, Noah and Ding, Chen and Nargesian, Fatemeh and Gildea, Daniel (2021). AWLCO: All-Window Length Co-Occurrence. 32nd Annual Symposium on Combinatorial Pattern Matching (CPM 2021). DOI
Wagner, Aaron B. and Balle, Johannes (2021). Neural Networks Optimally Compress the Sawbridge. Data Compression Conference. DOI
Mohammadi, Narges and Doyley, Marvin M. and Cetin, Mujdat (2021). Regularization by Adversarial Learning for Ultrasound Elasticity Imaging. 29th European Signal Processing Conference (EUSIPCO), pp. 611-615. DOI
Saboksayr, Seyed Saman and Mateos, Gonzalo and Cetin, Mujdat (2021). Online discriminative graph learning from multi-class smooth signals. Signal Processing, v.186. DOI
Greenleaf, Allan and Iosevich, Alex and Taylor, Krystal (2021). Configuration Sets with Nonempty Interior. The Journal of Geometric Analysis, v.31. DOI
Li, Yang and Mateos, Gonzalo (2021). Graph Frequency Analysis of COVID-19 Incidence to Identify County-Level Contagion Patterns in the United States. 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). DOI
Saboksayr, Seyed Saman and Mateos, Gonzalo and Cetin, Mujdat (2021). EEG-Based Emotion Classification Using Graph Signal Processing. 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). DOI
Krieger, Nancy S. and Asplin, John and Granja, Ignacio and Chen, Luojing and Spataru, Daiana and Wu, Tong Tong and Grynpas, Marc and Bushinsky, David A. (2021). Chlorthalidone with potassium citrate decreases calcium oxalate stones and increases bone quality in genetic hypercalciuric stone-forming rats. Kidney International, v.99. DOI
Du, Xiumin and Iosevich, Alex and Ou, Yumeng and Wang, Hong and Zhang, Ruixiang (2021). An improved result for Falconer’s distance set problem in even dimensions. Mathematische Annalen. DOI
Chen, Wei and Fitzpatrick, Jessica and Sozio, Stephen M. and Jaar, Bernard G. and Estrella, Michelle M. and Riascos-Bernal, Dario F. and Wu, Tong Tong and Qiu, Yunping and Kurland, Irwin J. and Dubin, Ruth F. and Chen, Yabing and Parekh, Rulan S. and Bush (2021). Identification of Novel Biomarkers and Pathways for Coronary Artery Calcification in Nondiabetic Patients on Hemodialysis Using Metabolomic Profiling. Kidney360, v.2. DOI
Ramchandren, Sindhu and Wu, Tong Tong and Finkel, Richard S. and Siskind, Carly E. and Feely, Shawna M. and Burns, Joshua and Reilly, Mary M. and Estilow, Timothy and Shy, Michael E. (2021). Development and Validation of the Pediatric Charcot–Marie–Tooth Disease Quality of Life Outcome Measure. Annals of Neurology, v.89. DOI
Greenleaf, Allan and Iosevich, Alex and Mkrtchyan, Sevak (2021). Existence of similar point configurations in thin subsets of $${\mathbb {R}}^d$$. Mathematische Zeitschrift , v.297. DOI
Shafipour, Rasoul and Mateos, Gonzalo (2021). Online proximal gradient for learning graphs from streaming signals. 2020 28th European Signal Processing Conference (EUSIPCO).DOI
Alkhars, N. and Zeng, Y. and Alomeir, N. and Al Jallad, N. and Wu, T.T. and Aboelmagd, S. and Youssef, M. and Jang, H. and Fogarty, C. and Xiao, J. (2021). Oral Candida Predicts Streptococcus mutans Emergence in Underserved US Infants. Journal of Dental Research. DOI
Alver, Muhammed Burak and Saleem, Ammar and Cetin, Mujdat (2021). Plug-and-Play Synthetic Aperture Radar Image Formation Using Deep Priors. IEEE Transactions on Computational Imaging, v.7. DOI
McDavid, Andrew and Corbett, Anthony M. and Dutra, Jennifer L. and Straw, Andrew G. and Topham, David J. and Pryhuber, Gloria S. and Caserta, Mary T. and Gill, Steven R. and Scheible, Kristin M. and Holden-Wiltse, Jeanne (2021). Eight practices for data management to enable team data science. Journal of Clinical and Translational Science, v.5. DOI
Shafipour, Rasoul and Segarra, Santiago and Marques, Antonio and Mateos, Gonzalo (2020). Identifying the Topology of Undirected Networks From Diffused Non-Stationary Graph Signals. IEEE Open Journal of Signal Processing, v.2. DOI
Blanca, Antonio and Chen, Zongchen (2020). Hardness of Identity Testing for Restricted Boltzmann Machines and Potts models. Journal of machine learning research, v.22.
Koebnick, Corinna and Saksvig, Brit and Li, Xia and Sidell, Margo and Wu, Tong Tong and Young, Deborah R. (2020). The Accuracy of Self-Reported Body Weight Is High but Dependent on Recent Weight Change and Negative Affect in Teenage Girls. International Journal of Environmental Research and Public Health , v.17. DOI
Marques, Antonio G. and Segarra, Santiago and Mateos, Gonzalo (2020). Signal Processing on Directed Graphs: The Role of Edge Directionality When Processing and Learning From Network Data. IEEE Signal Processing Magazine, v.37. DOI
Chang, Jinyuan and Chen, Song Xi and Tang, Cheng Yong and Wu, Tong Tong (2020). High-dimensional empirical likelihood inference. Biometrika, v.108. DOI
Ren, Jingxuan and Ramirez, Gabriel A. and Proctor, Ashley R. and Wu, Tong Tong and Benoit, Danielle S. W. and Choe, Regine (2020). Spatial frequency domain imaging for the longitudinal monitoring of vascularization during mouse femoral graft healing. Biomedical Optics Express, v.11. DOI
Lassance, Carlos and Gripon, Vincent and Mateos, Gonzalo (2020). Graph Topology Inference Benchmarks for Machine Learning. 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP). DOI
Shafipour, Rasoul and Mateos, Gonzalo (2020). Online Topology Inference from Streaming Stationary Graph Signals with Partial Connectivity Information. Algorithms, v.13. DOI
Guth, Larry and Iosevich, Alex and Ou, Yumeng and Wang, Hong (2020). On Falconer’s distance set problem in the plane. Inventiones mathematicae, v.219. DOI
Wagner, A. B., Hill, E. L., Ryan, S. E., Sun, Z., Deng, G., Bhadane, S., Martinez, V. H., Wu, P., Li, D., Anand, A., Acharya, J., & Matteson, D. S. (2020). Social distancing merely stabilized COVID-19 in the US. Stat (International Statistical Institute), e302. Advance online publication. DOI
Blanca, A., Chen, Z., Stefankovic, D., and Vigoda, E. (2020). Hardness of Identity Testing for Restricted Boltzmann Machines and Potts models. Proceedings of Machine Learning Research, vol 125, pages 514-529. PMLR. DOI
Davidow, M. and Matteson, D. S. (2020). Factor analysis of mixed data for anomaly detection. arXiv
Frank, A. S., Lupattelli, A., Matteson, D. S., Meltzer, H. M., and Nordeng, H. (2020). Thyroid hormone replacement therapy patterns in pregnant women and perinatal outcomes in the o spring. Pharmacoepidemiology and Drug Safety, 29(1):111-121. DOI
Frank, A.-S. J., Matteson, D. S., Solvang, H. K., Lupattelli, A., and Nordeng, H. (2020). Extending balance assessment for the generalized propensity score under multiple imputation. Epidemiologic Methods, 9(1). DOI
Tang, B. and Matteson, D. S. (2020). Graph-based continual learning. arXiv
Wu, H. and Matteson, D. S. (2020). Adaptive bayesian changepoint analysis and local anomaly detection. arXiv
Zhang, W., Grin, M., and Matteson, D. S. (2020). Modeling nonlinear growth followed by long-memory equilibrium with unknown change point. arXiv
Chang, J., Chen, S., Tang, C., and Wu, T. (2020). High-dimensional empirical likelihood inference, Biometrika, Volume 108, Issue 1, March 2021, Pages 127–147. DOI
Wu, Benjamin and Wagner, Aaron B. and Suh, G. Edward and Issa, Ibrahim (2020). Strong Asymptotic Composition Theorems for Sibson Mutual Information. 2020 IEEE International Symposium on Information Theory (ISIT). DOI
Wagner, Aaron B. and Shende, Nirmal V. and Altug, Yucel (2020). A New Method for Employing Feedback to Improve Coding Performance. IEEE Transactions on Information Theory, v.66. DOI
Ren, J., Ramirez, G., Proctor, A., Wu, T., Benoit, D., and Choe, R. (2020). Spatial Frequency Domain Imaging for Longitudinal Monitoring of Vascularization during Mouse Femoral Graft Healing. Biomedical Optics Express. DOI
Mohammadi, Narges and Doyley, Marvin M. and Cetin, Mujdat (2020). A Statistical Framework for Model-Based Inverse Problems in Ultrasound Elastography. Asilomar Conference on Signals, Systems, and Computers. DOI
Gelsinger, M. L., Tupper, L. L., and Matteson, D. S. (2019). Cell line classification using electric cell-substrate impedance sensing (ecis). The International Journal of Biostatistics, 16(1). DOI
