| 2023 | SDM | AlignGraph: A Group of Generative Models for Graphs. | Kimia Shayestehfard, Dana H. Brooks, Stratis Ioannidis |
| 2021 | AISTATS | Faster & More Reliable Tuning of Neural Networks: Bayesian Optimization with Importance Sampling. | Setareh Ariafar, Zelda Mariet, Dana H. Brooks, Jennifer G. Dy, Jasper Snoek |
| 2021 | AISTATS | Rate-Regularization and Generalization in Variational Autoencoders. | Alican Bozkurt, Babak Esmaeili, Jean-Baptiste Tristan, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent |
| 2019 | AISTATS | Structured Disentangled Representations. | Babak Esmaeili, Hao Wu, Sarthak Jain, Alican Bozkurt, N. Siddharth, Brooks Paige, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent |
| 2018 | MICCAI | A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin. | Alican Bozkurt, Kivan Kse, Christi Alessi-Fox, Melissa Gill, Jennifer G. Dy, Dana H. Brooks, Milind Rajadhyaksha |
| 2017 | CVPR | Delineation of Skin Strata in Reflectance Confocal Microscopy Images with Recurrent Convolutional Networks. | Alican Bozkurt, Trevor Gale, Kivan Kse, Christi Alessi-Fox, Dana H. Brooks, Milind Rajadhyaksha, Jennifer G. Dy |
| 2014 | ACSSC | Utilization of temporal trial dependency in ERP based BCIs. | Umut Orhan, Delia Fernandez-Canellas, Murat Akakaya, Dana H. Brooks, Deniz Erdogmus |
| 2013 | ICASSP | Time invariant multi electrode averaging for biomedical signals. | Ramon Martinez Orellana, Burak Erem, Dana H. Brooks |
| 2012 | ICASSP | Unsupervised wrinkle detection in reflectance confocal microscopy images of the human skin. | Jamshid Sourati, Dana H. Brooks, Jennifer G. Dy, Esra Ataer Cansizoglu, Deniz Erdogmus, Milind Rajadhyaksha |
| 2010 | ICPR | Locally Deformable Shape Model to Improve 3D Level Set Based Esophagus Segmentation. | Sila Kurugol, Necmiye Ozay, Jennifer G. Dy, Gregory C. Sharp, Dana H. Brooks |
| 2006 | ICASSP | Imaging Error from Mislocation of Surface Sensors: Sensitivity, Detection, and Estimate Correction, with Application to EIT. | Saeed Babaeizadeh, Dana H. Brooks |
| 2005 | ICASSP | A Deformable-radius B-Spline Method for Shape-based Inverse Problems, as Applied to Electrical Impedance Tomography. | Saeed Babaeizadeh, Dana H. Brooks, David Isaacson |
| 2005 | ICASSP | Sampling Strategies to Enable Computationally Efficient SPACE-RIP for 3D Parallel MR Imaging. | William Scott Hoge, Lei Zhao, Dana H. Brooks, Walid E. Kyriakos |
| 2003 | ICIP | Diffuse optical tomography using a linear matrix inequality algorithm in an admissible solution approach. | Amir M. Niroumand, Dana H. Brooks, Bahram Shafai |
| 2003 | ICIP | A Bayesian approach to inclusion and performance analysis of using extra information in bioelectric inverse problems. | Yesim Serinagaoglu, Dana H. Brooks, Robert S. MacLeod |
| 2002 | PIMRC | Closed-form solution for positioning based on angle of arrival measurements. | Alba Pags-Zamora, Josep Vidal, Dana H. Brooks |
| 1999 | ICASSP | Detection of point targets in image sequences by hypothesis testing: a temporal test first approach. | Alexis Tzannes, Dana H. Brooks |
| 1998 | ICIP | Edge Preserving Image Restoration using Convex Optimization. | Kadagattur G. Srinidhi, Dana H. Brooks |
| 1996 | ICASSP | Best basis segmentation of ECG signals using novel optimality criteria. | Dana H. Brooks, Hamid Krim, Jean-Christophe Pesquet, Robert S. MacLeod |
| 1994 | ICIP | Imaging the Electrical Activity of the Heart: Direct and Inverse Approaches. | Dana H. Brooks, Robert S. MacLeod |
| 1992 | ICASSP | Ill-conditioned inverse problems: a solution using the complex cepstrum of higher order spectra. | Dana H. Brooks |
| 1991 | ICASSP | The cross-bicepstrum: properties and applications for signal reconstruction and system identification. | Dana H. Brooks, Chrysostomos L. Nikias |