• Interpretation of Neural Networks is Fragile [PDF]
    Abubakar Abid, Amirata Ghorbani, James Zou
    Submitted to ICLR 2018
  • Mutation-Convolution-Max Layers Enhance Deep Learning of DNA Motifs [PDF]
    Abubakar Abid, Amirata Ghorbani, James Zou
    NIPS Workshop on Computational Biology [Spotlight Talk, Acceptance Rate: 12%]
  • Contrastive Principal Component Analysis [PDF]
    Abubakar Abid, Vivek Bagaria, Martin Zhang, James Zou
    ICML Workshop on Computational Biology [Top Paper Award]
  • Learning with Locally-Shuffled Labels  [PDF]
    Abubakar Abid, Ada Poon, James Zou
    Submitted to NIPS Workshop on Weak Supervision, 2017 
  • Linear Regression with Shuffled Labels [PDF]
    Abubakar Abid, Ada Poon, James Zou
    Arxiv Preprint, 2017 
  • Model-Based Estimation of Respiratory Parameters from Capnography, with Application to Diagnosing Obstructive Lung Disease [PDF]
    Abubakar Abid, Rebecca Mieloszyk, George Verghese, Baruch Krauss
    IEEE Transactions on Biomedical Engineering, 2017
  • Clinical Applications of Respiratory Modeling Via Quantitative Capnography
    Thomas Heldt, Rebecca Mieloszyk, Abubakar Abid, George Verghese, Baruch Krauss
    IEEE Engineering in Medicine and Biology Conference, 2017
  • Model-based estimation of pulmonary compliance and resistance parameters from time-based capnography [PDF]
    Abubakar Abid, Rebecca Mieloszyk, George Verghese, Baruch Krauss
    IEEE Engineering in Medicine and Biology Conference, 2015
  • Wireless Power Transfer to Millimeter-Sized Gastrointestinal Electronics Validated in a Swine Model [PDF]
    Abubakar Abid, Jonathan M. O’Brien, Taylor Bensel, et al.
    Scientific Reports, 2017
  • Chronic Neural Probes for Brain-Computer Interfaces
    MIT EECScon Undergraduate Research Conference, 2014. [2nd place award]
    Abubakar Abid, Aalap Dighe, Joel Voldman
  • Toxin Detection Using Nanofabricated Silicon Nitride Microrings at Visible Wavelength
    Farshid Ghasemi, Ali Eftekhar, Abubakar Abid, et al.
    GT^2 Symposium at Georgia Tech, 2013. [3rd place award]