Search Results for author: Josh Payne

Found 4 papers, 1 papers with code

BERT Learns (and Teaches) Chemistry

no code implementations11 Jul 2020 Josh Payne, Mario Srouji, Dian Ang Yap, Vineet Kosaraju

Modern computational organic chemistry is becoming increasingly data-driven.

Drug Discovery

Towards Deep Federated Defenses Against Malware in Cloud Ecosystems

no code implementations27 Dec 2019 Josh Payne, Ashish Kundu

In cloud computing environments with many virtual machines, containers, and other systems, an epidemic of malware can be highly threatening to business processes.

BIG-bench Machine Learning Cloud Computing +3

Deep Hyperedges: a Framework for Transductive and Inductive Learning on Hypergraphs

2 code implementations7 Oct 2019 Josh Payne

From social networks to protein complexes to disease genomes to visual data, hypergraphs are everywhere.

hyperedge classification Node Classification

Uncheatable Machine Learning Inference

no code implementations8 Aug 2019 Mustafa Canim, Ashish Kundu, Josh Payne

Given a classification service supplier $S$, intermediary CaaS provider $P$ claiming to use $S$ as a classification backend, and customer $C$, our work addresses the following questions: (i) how can $P$'s claim to be using $S$ be verified by $C$?

BIG-bench Machine Learning Fraud Detection +1

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