Search Results for author: Sanya Chaba

Found 3 papers, 2 papers with code

ZeroER: Entity Resolution using Zero Labeled Examples

1 code implementation16 Aug 2019 Renzhi Wu, Sanya Chaba, Saurabh Sawlani, Xu Chu, Saravanan Thirumuruganathan

We investigate an important problem that vexes practitioners: is it possible to design an effective algorithm for ER that requires Zero labeled examples, yet can achieve performance comparable to supervised approaches?

Entity Resolution

GOGGLES: Automatic Image Labeling with Affinity Coding

1 code implementation11 Mar 2019 Nilaksh Das, Sanya Chaba, Renzhi Wu, Sakshi Gandhi, Duen Horng Chau, Xu Chu

We build the GOGGLES system that implements affinity coding for labeling image datasets by designing a novel set of reusable affinity functions for images, and propose a novel hierarchical generative model for class inference using a small development set.

Few-Shot Learning

Malware Detection Approach for Android systems Using System Call Logs

no code implementations26 Sep 2017 Sanya Chaba, Rahul Kumar, Rohan Pant, Mayank Dave

Static detection technologies based on signature-based approaches that are widely used in Android platform to detect malicious applications.

Cryptography and Security

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