2 citations · 2 across the 3 of their papers we have counts for
3 papers
Beyond Convolutions: A Novel Deep Learning Approach for Raw Seismic Data Ingestion
Zhaozhuo Xu, Aditya Desai, Menal Gupta +3
Traditional seismic processing workflows (SPW) are expensive, requiring over a year of human and computational effort. Deep learning (DL) based data-driven seismic workflows (DSPW)…
Semantically Constrained Memory Allocation (SCMA) for Embedding in Efficient Recommendation Systems
Aditya Desai, Yanzhou Pan, Kuangyuan Sun +2
Deep learning-based models are utilized to achieve state-of-the-art performance for recommendation systems. A key challenge for these models is to work with millions of categorical…
Density Sketches for Sampling and Estimation
Aditya Desai, Benjamin Coleman, Anshumali Shrivastava
We introduce Density sketches (DS): a succinct online summary of the data distribution. DS can accurately estimate point wise probability density. Interestingly, DS also provides a…