no code implementations • 14 Oct 2019 • Erfan Noury, Suria S. Mannil, Robert T. Chang, An Ran Ran, Carol Y. Cheung, Suman S. Thapa, Harsha L. Rao, Srilakshmi Dasari, Mohammed Riyazuddin, Dolly Chang, Sriharsha Nagaraj, Clement C. Tham, Reza Zadeh
We further used our model to find new areas in the 3D data that are presently not being identified as a diagnostic parameter to detect glaucoma by human doctors.
no code implementations • 19 Jul 2016 • Vishakh Hegde, Reza Zadeh
However, we diverge from this trend and additionally, use Volumetric CNNs to bridge the gap between the efficiency of the above two representations.
no code implementations • 26 May 2015 • Xiangrui Meng, Joseph Bradley, Burak Yavuz, Evan Sparks, Shivaram Venkataraman, Davies Liu, Jeremy Freeman, DB Tsai, Manish Amde, Sean Owen, Doris Xin, Reynold Xin, Michael J. Franklin, Reza Zadeh, Matei Zaharia, Ameet Talwalkar
Apache Spark is a popular open-source platform for large-scale data processing that is well-suited for iterative machine learning tasks.
no code implementations • 3 Nov 2014 • Sebastian Schelter, Venu Satuluri, Reza Zadeh
We present Factorbird, a prototype of a parameter server approach for factorizing large matrices with Stochastic Gradient Descent-based algorithms.
5 code implementations • 9 Oct 2014 • Trevor Hastie, Rahul Mazumder, Jason Lee, Reza Zadeh
The matrix-completion problem has attracted a lot of attention, largely as a result of the celebrated Netflix competition.
1 code implementation • 1 Oct 2014 • Madeleine Udell, Corinne Horn, Reza Zadeh, Stephen Boyd
Here, we extend the idea of PCA to handle arbitrary data sets consisting of numerical, Boolean, categorical, ordinal, and other data types.