Self-organizing maps (SOMs) are useful for untangling complex data challenges where more traditional machine learning models struggle. But how do they work? And how can they be practically used in a serious machine larning context? In our latest article, Galois Research Engineer Donya Quick explores the algorithm at the heart of SOMs, as well as an exciting application being actively researched by Galois.
Galois, Inc.
Software-Entwicklung
Portland, OR 4,762 followers
Galois develops technology to guarantee the trustworthiness of systems where failure is unacceptable.
Über uns
Galois’ mission is to create trustworthiness in critical systems. We’re in the business of taking blue-sky ideas and turning them into real-world technology solutions, through cutting-edge research and expert engineering. Galois works with government and industry to develop technologies that have a significant impact on society in areas of privacy, security, and safety.
- Website
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https://galois.com
External link for Galois, Inc.
- Industrie
- Software-Entwicklung
- Größe des Unternehmens
- 51-200 Mitarbeiter
- Hauptsitz
- Portland, OR
- Typ
- In Privatbesitz
- Gegründet
- 1999
- Spezialitäten
- high assurance software, formal methods, functional programming, software security, and machine learning
Standorte
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Primäre
421 SW 6th Ave. Suite 300
Portland, OR 97204, US
Employees at Galois, Inc.
Aktualisierungen
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Supporting a new data protection blockchain developed by IOG, Galois recently collaborated with Midnight and Intersect MBO to implement recursive zero-knowledge (ZK) proofs in an open-source ZK library called Halo2.
Midnight and Halo2: ZK Rollups for Secure Scalability - Galois, Inc.
https://galois.com
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In our latest article, People Operations Lead Julie Allen digs into how Galois, Inc.'s culture of curiosity, collaboration, and trust helps drive both employee satisfaction and innovation. Read on to learn more about Galois's game-changing, community-first approach to people practices.
My People Experience at Galois: The Community Leads the Way - Galois, Inc.
https://galois.com
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Following up on last week's short explainer video on our Rigorous Digital Engineering work with ReconRobotics, Inc., our latest article digs more into the story of the mighty little robot at the heart of the collaboration. Give it a read!
Rigorous Robot Security: How Galois’s RDE Framework Is Streamlining NIST Compliance and Change Impact Analysis for Cyber-Physical Systems - Galois, Inc.
https://galois.com
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ReconRobotics, Inc. & Galois, Inc. are teaming up to create a next-gen robot for SOCOM, using our Rigorous Digital Engineering (RDE) framework to model, analyze, and optimize the bot for security, modularity, and compliance with NIST cybersecurity and cyber survivability standards. Learn more in our latest video: https://lnkd.in/g8JmcC_b
ReconRobotics and Rigorous Digital Engineering
https://www.youtube.com/
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We're hiring research engineers! Join Galois as a Research Engineer for a career marked by autonomy, innovation, and impact. Check out the job description in the comments, or give our video a watch to learn why our engineers describe Galois as “a Goldilocks place between academia and a giant tech company”: https://lnkd.in/g2U7jFk4
Life as a Galois Research Engineer
https://www.youtube.com/
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Galois is hiring for several Principal Scientist and Research Engineer roles! We are: - Employee-Owned - Science-Led - People First - Tackling some of the hardest puzzles in computer science - Shaping the future of trustworthy critical systems Want to learn more about life and culture at Galois? Check out our award-winning video below, or check out the job descriptions in the comments.
Life at Galois
https://www.youtube.com/
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We're hiring! Join Galois as a Principal Scientist to drive an innovative research agenda at the cutting edge of CS, help shape the future of trustworthy critical systems, and be part of an employee-owned company that is science-led and people-first. Job description in the comments, or watch to learn more: https://lnkd.in/gvKZwzdQ
Life as a Galois Principal Scientist
https://www.youtube.com/
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Imagine if engineers could iterate on UAV (or other Cyber-Physical System) designs as quickly and easily as gamers modify their cars in video games. With the ESSENCE Project, Galois brought that vision to life. Learn how in our latest article.
The Need for Speed: Revolutionizing CPS Design with AI - Galois, Inc.
https://galois.com
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Galois is 100% employee-owned. That means: - Every Galwegian owns a piece of the company. Upon leaving, they receive cash in exchange for their portion of ownership - Collective participation in company success. When Galois does well, Galwegians do well - Every Galwegian has a voice in big company decisions Learn more about our Employee Stock Ownership Plan in our latest video: https://lnkd.in/gZFzCgYm
Employee Stock Ownership Plan (ESOP)
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