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Saumya Shah

As seen in: Medium, Wiley Online Library, MDPI, She The People, Amazon Science, Tax Guru, Ophthalmology Advisor, DevOps Blog

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Articles

SEAD: Unsupervised ensemble of streaming anomaly detectors

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By Saumya Shah, Abishek Sankararaman, Murali Narayanaswamy, Vikramank Singh
| Amazon Science
Can we efficiently choose the best Anomaly Detection (AD) algorithm for a data-stream without requiring anomaly labels? Streaming anomaly detection is hard. SOTA AD algorithms are sensitive to their hyper-parameters and no single method works well on all datasets. The best algorithm/hyper-parameter combination for a given data-stream can change over time with data drift. ‘What is an anomaly?’ is often application, context and dataset dependent.
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Mentorship and Metrics at Full Throttle with Thanos

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By Saumya Shah
| DevOps Blog
Ideally, I would’ve written this under my blog post, though writing here might reach wider audience which is the main aim :) I was grateful enough to work as mentee at Thanos under Saswata and Giedrius. This blog post will be revolving around the following topics, which can help you to understand/get started with Thanos, and understand what you should expect from mentorship programs. Initial starting phase of my mentorship at Thanos.
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Mining and functional characterization of a flavonoid glucosyltransferase (OtUGT) involved in 7‐O‐glucosylation of apigenin in Ocimum tenuiflorum

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By Saumya Shah, Shubhra Rastogi, Divya Vashisth, Qussen Akhtar
| Wiley Online Library Verified
CONFLICT OF INTEREST The authors declare no conflicts of interest. Supporting Information Filename Description tpj70111-sup-0001-Supinfo.docWord document, 6.4 MB Table S1. Apigenin and apigenin-7-glucoside (apigetrin) content in leaf tissue of field-grown plants of various Ocimum species. Table S2. Apigenin and apigenin-7-glucoside (apigetrin) content in various tissues of field-grown Ocimum tenuiflorum plant. Table S3. Details of conserved domains and motifs in unknown genes. Table S4.
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