Search Results for author: Ashraf Mahgoub

Found 6 papers, 0 papers with code

Lerna: Transformer Architectures for Configuring Error Correction Tools for Short- and Long-Read Genome Sequencing

no code implementations19 Dec 2021 Atul Sharma, Pranjal Jain, Ashraf Mahgoub, Zihan Zhou, Kanak Mahadik, Somali Chaterji

We also show that the alignment rate and assembly quality computed for the corrected reads are strongly negatively correlated with the perplexity, enabling the automated selection of k-mer values for better error correction, and hence, improved assembly quality.

Language Modelling

JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads

no code implementations9 Dec 2020 Karthick Shankar, Pengcheng Wang, ran Xu, Ashraf Mahgoub, Somali Chaterji

In addition, we also look at the pros and cons of some of the proprietary deep-learning object detection packages, such as Amazon Rekognition, Google Vision, and Azure Cognitive Services, to contrast with open-source and tunable solutions, such as Faster R-CNN (FRCNN).

Anomaly Detection Benchmarking +4

SimVecs: Similarity-Based Vectors for Utterance Representation in Conversational AI Systems

no code implementations CONLL 2019 Ashraf Mahgoub, Youssef Shahin, Riham Mansour, Saurabh Bagchi

Conversational AI systems are gaining a lot of attention recently in both industrial and scientific domains, providing a natural way of interaction between customers and adaptive intelligent systems.

Sentence

ATHENA: Automated Tuning of Genomic Error Correction Algorithms using Language Models

no code implementations30 Dec 2018 Mustafa Abdallah, Ashraf Mahgoub, Saurabh Bagchi, Somali Chaterji

The performance of most error-correction algorithms that operate on genomic sequencer reads is dependent on the proper choice of its configuration parameters, such as the value of k in k-mer based techniques.

Language Modelling

Cannot find the paper you are looking for? You can Submit a new open access paper.