Search Results for author: Hosein Mohimani

Found 2 papers, 1 papers with code

Scaling Structure Aware Virtual Screening to Billions of Molecules with SPRINT

1 code implementation23 Nov 2024 Andrew T. McNutt, Abhinav K. Adduri, Caleb N. Ellington, Monica T. Dayao, Eric P. Xing, Hosein Mohimani, David R. Koes

Virtual screening of small molecules against protein targets can accelerate drug discovery and development by predicting drug-target interactions (DTIs).

Drug Discovery Molecular Docking

ForestDSH: A Universal Hash Design for Discrete Probability Distributions

no code implementations11 May 2019 Arash Gholami Davoodi, Sean Chang, Hyun Gon Yoo, Anubhav Baweja, Mihir Mongia, Hosein Mohimani

To solve our high dimensional classification problem, we introduce distribution sensitive hashes that map jointly generated pairs $(x, y)\sim P$ to the same bucket with probability higher than random pairs $x\sim P^A$ and $y\sim P^B$, where $P^A$ and $P^B$ are the marginal probability distributions of $P$.

Dimensionality Reduction General Classification

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