Entity Graphs with Novetta Entity Analytics and Amazon Neptune
When extracting value from data, organizations often encounter challenges such as datasets of varying schemas, large volumes of data, and missing unique identifiers which enable entity linking. Novetta ...
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Detecting Semantically Similar Code at Scale with SACS
Maintaining software security in a project as the volume of new code increases is a pressing problem in big data. Once a vulnerability is identified in a piece ...
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NovettaNLP
BERT’s release in November 2018 marked an inflection point for Natural Language Processing (NLP), moving us closer to human-level performance on a range of use cases. Since then, ...
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Congratulations to our 10^27 Award Winners!
Novetta grants the 10^27 Award to recognize excellence in IRAD execution and delivery. Our latest group of recipients developed important, innovative capabilities in support of customer missions. 10^27 ...
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Adversarial Attacks in Machine Learning: Defenses
Introduction to Adversarial Attack Defense Methods In our previous blog posts, we introduced and experimented with adversarial attacks against deep learning models. Here, we explore ways to mitigate ...
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Adversarial Attacks in Machine Learning: Experimentation
As machine learning (ML) becomes more prevalent, bad actors seek to take advantage of our confidence in models’ predictions. An example of this can be found in autonomous ...
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Adversarial Attacks in Machine Learning: Invisible Threats
Artificial intelligence (AI) and machine learning (ML) models have become ingrained in everyday life, with applications ranging from biometric verification to virtual assistants. Reliance on ML becomes problematic ...
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Media, Data, and Outbreaks: The UN’s Global Health Crises Task Force
The challenges that epidemics and other global health crises present to the international community are ever changing in each new environment that develops potential risk to the adequate ...
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ADSynth Blog Series: AWS Pipeline and iOS App Creation
Matthew and Jack interned with Novetta's Machine Learning Center of Excellence during the summer of 2019. This blog series discusses ADSynth, an app that creates a digital architecture ...
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ADSynth Blog Series: Defining the AWS Architecture Diagram
Matthew and Jack interned with Novetta's Machine Learning Center of Excellence during the summer of 2019. This blog series discusses ADSynth, an app that creates a digital architecture ...
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ADSynth Blog Series: Object Detection Model and Training Data
Matthew and Jack interned with Novetta's Machine Learning Center of Excellence during the summer of 2019. This blog series discusses ADSynth, an app that creates a digital architecture ...
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ADSynth Blog Series: Digitizing Whiteboard Diagrams
Matthew and Jack interned with Novetta's Machine Learning Center of Excellence during the summer of 2019. This blog series discusses ADSynth, an app that creates a digital architecture ...
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Musical Face Match
During my summer internship at Novetta, I developed a prototype that can match a person’s face with the musician whom they most closely resemble, then play a song ...
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Deploying Advanced Machine Learning Models at Scale
Novetta is using deep learning to automate advanced analytic pipelines for our customers. These new capabilities identify important pieces of information across large text, image, and video data ...
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Ebola in the Democratic Republic of Congo: Novetta Mission Analytics
The ongoing Ebola outbreak in eastern DRC has caused 1,522 deaths, making it the second largest in history. Understanding the causes and expressions of deep-seated local resistance to ...
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