Robust Intelligence

Robust Intelligence

Robust Intelligence is a Cambridge, Massachussets-based artificial intelligence company co-founded in 2019 by Harvard computer science professor Yaron Singer, Kojin Oshiba, Alexander Rilee, and Eric Balkanski.

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Jason D. Rowley
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Title
Author
Link
Type
Date

This Harvard Professor And His Students Have Raised $14 Million To Make AI Too Smart To Be Fooled By Hackers

Kenrick Cai

Web

October 21, 2020

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The company is venture-backed and has received investment from Engineering Capital and Sequoia CapitalSequoia Capital. Engineering Capital led the company's seed round in April 2019.

Jason D. Rowley
Jason D. Rowley approved a suggestion from Golden's AI on 28 May, 2020
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The company is venture-backed and has received investment from Engineering CapitalEngineering Capital and Sequoia Capital. Engineering Capital led the company's seed round in April 2019.

Jason D. Rowley
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Robust Intelligence

Robust Intelligence is a Cambridge, Massachussets-based artificial intelligence company co-founded in 2019 by Harvard computer science professor Yaron Singer, Kojin Oshiba, Alexander Rilee, and Kojin Oshiba. The company was founded inEric 2019Balkanski.

Jason D. Rowley
Jason D. Rowley edited on 28 May, 2020
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Robust machine learning

Robust Intelligence was founded to confront real-world problems of data-driven optimization of functions subject to noise. Singer's work, as well as the work of his cofounders, involves applying adversarial methods to create machine learning models which are robust and resiliant in the face of noise and other perturbations in input data which may otherwise cause a model to fail.

...

Singer writes:

Our work on noise robust optimization continued to developing machine learning models that are robust to adversarial examples. There has recently been a great deal of work showing that small, adversarial, pertubations in data can lead to failure of state-of-the-art machine learning models. Machine learning models are trained by optimizing a loss function defined by the data, and the reason the models fail when the data is pertubed is because the optimization algorithms are not robust to noise.

Singer's academic work has shown that boosting can be used to design robust classifiers and can be used to design adversarial attacks on machine learning models.

...

Real-world use cases for robust machine learning models include classification of financial risk, among other application areas.

Jason D. Rowley
Jason D. Rowley edited on 28 May, 2020
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People (+3 cells) (+67 characters)
People

Name
Role
LinkedIn

Harrison Chase

Machine learning engineer

Richard Wang

Machine learning engineer

Jason D. Rowley
Jason D. Rowley edited on 28 May, 2020
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Robust machine learning
People

Name
Role
LinkedIn

Alexander Rilee

Cofounder

Jason D. Rowley
Jason D. Rowley edited on 28 May, 2020
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People

Name
Role
LinkedIn

Eric Balkanski

Cofounder

Jason D. Rowley
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Robust Intelligence

Robust Intelligence is a Cambridge, Massachussets-based artificial intelligence company foundedco-founded by Harvard computer science professor Yaron Singer and Kojin Oshiba. The company was founded in 2019.

Article

Robust Intelligence is a Cambridge, Massachussets-based company which is developing software infrastructure for building robust machine learning models and systems optimized to work under conditions of high statistical noise. Founded in 2019, the company aims to commercialize technologies and techniques developed by its founderco-founder, Yaron Singer, a professor in Harvard's computer science department.

Jason D. Rowley
Jason D. Rowley edited on 28 May, 2020
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Robust Intelligence is a Cambridge, Massachussets-based company which is developing software infrastructure for building robust machine learning models and systems optimized to work under conditions of high statistical noise. Founded in 2019, the company aims to commercialize technologies and techniques developed by its founder, Yaron SingerYaron Singer, a professor in Harvard's computer science department.

...

The company is venture-backed and has received investment from Engineering Capital and Sequoia Capital and. Engineering Capital led the company's seed round in April 2019.

Robust machine learning

Jason D. Rowley
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Robust Intelligence

Robust Intelligence is a Cambridge, Massachussets-based artificial intelligence company founded by Harvard computer science professor Yaron Singer. The company was founded in 2019.

Article

Robust Intelligence is a

Robust Intelligence is a Cambridge, Massachussets-based company which is developing software infrastructure for building robust machine learning models and systems optimized to work under conditions of high statistical noise. Founded in 2019, the company aims to commercialize technologies and techniques developed by its founder, Yaron Singer.

...

Robust Intelligence was founded by Harvard researchers. The team has deep expertise in machine learning, optimization, algorithms, security, large scale computing, and sensor systems. Members of the Robust Intelligence team have previously worked at Google AI, Facebook, Palantir, Kensho and Quantco. The company is backed by Sequoia and Engineering Capital.

The company is venture-backed and has received investment from Sequoia Capital and Engineering Capital.

People

Name
Role
LinkedIn

Alexander Rilee

Jeff Lebowitz

Chief revenue officer

Yaron SingerYaron Singer

Founder and CEO

Infobox
Date incorporated
August 29, 2019
B2X
B2B
Legal name
Robust Intelligence, Inc.
Company status
Active
Email address
contact@robustintelligence.com
Full address
8 Eliot Street, 2nd Floor, Suite 2, Cambridge, MA, 02138
Incorporation reference
7316062
Industry
Artificial intelligence (AI)
Investors
Sequoia Capital
Location
Cambridge, Massachusetts
Place of incorporation
Delaware
Jason D. Rowley
Jason D. Rowley edited on 28 May, 2020
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Robust Intelligence is a

People

Name
Role
LinkedIn

Alexander Rilee

https://www.linkedin.com/in/alexander-rilee-71572533

Ankush Gola

https://www.linkedin.com/in/ankush-gola-77255866

Bagatur Askaryan

Benjamin Cohen-Wang

https://www.linkedin.com/in/benjamin-cohen-wang-b8a81211a

Eric Balkanski

https://www.linkedin.com/in/eric-balkanski-22931658

Harrison Chase

https://www.linkedin.com/in/harrison-chase-961287118

Jeff Lebowitz

Chief revenue officer

Kojin Oshiba

Michael Chen

https://www.linkedin.com/in/michael-chen-4751029a

Richard Wang

Shreyan Jain

Yaron Singer

Founder and CEO

https://www.linkedin.com/in/yaron-singer-76ab6317

Yoav Shoham

Advisor

Jason D. Rowley
Jason D. Rowley approved a suggestion from Golden's AI on 28 May, 2020
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Robust Intelligence was founded by HarvardHarvard researchers. The team has deep expertise in machine learning, optimization, algorithms, security, large scale computing, and sensor systems. Members of the Robust Intelligence team have previously worked at Google AI, Facebook, Palantir, Kensho and Quantco. The company is backed by Sequoia and Engineering Capital.

Jason D. Rowley"Approved suggestion #844484 from source: http://robustintelligence.com"
Jason D. Rowley approved a suggestion from Golden's AI on 28 May, 2020
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Jason D. Rowley
Jason D. Rowley approved a suggestion from Golden's AI on 28 May, 2020
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Robust Intelligence was founded by Harvard researchers. The team has deep expertise in machine learning, optimization, algorithms, security, large scale computing, and sensor systems. Members of the Robust Intelligence team have previously worked at Google AI, Facebook, Palantir, KenshoKensho and Quantco. The company is backed by Sequoia and Engineering Capital.

Jason D. Rowley
Jason D. Rowley approved a suggestion from Golden's AI on 28 May, 2020
Edits made to:
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Article

Robust Intelligence was founded by Harvard researchers. The team has deep expertise in machine learning, optimization, algorithms, security, large scale computing, and sensor systems. Members of the Robust Intelligence team have previously worked at Google AIGoogle AI, Facebook, Palantir, Kensho and Quantco. The company is backed by Sequoia and Engineering Capital.

Edits on 21 May, 2020
Jason D. Rowley
Jason D. Rowley edited on 21 May, 2020
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Robust Intelligence

Robust Intelligence is a Cambridge, Massachussets-based artificial intelligence company co-founded in 2019 by Harvard computer science professor Yaron Singer, Kojin Oshiba, Alexander Rilee, and Eric Balkanski.

Article

Robust Intelligence was founded by Harvard researchers. OurThe team has deep expertise in machine learning, optimization, algorithms, security, large scale computing, and sensor systems. Members of the Robust Intelligence team have previously worked at Google AI, Facebook, Palantir, Kensho and Quantco. The company is backed by Sequoia and Engineering Capital.

Jason D. Rowley
Jason D. Rowley edited on 21 May, 2020
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Article

Robust Intelligence was founded by Harvard researchers. Our team has deep expertise in machine learning, optimization, algorithms, security, large scale computing, and sensor systems. Members of the Robust Intelligence team have previously worked at Google AI, Facebook, Palantir, Kensho and Quantco. The company is backed by Sequoia and Engineering Capital.

Jason D. Rowley"Initial creation data"
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 Robust Intelligence

Robust Intelligence is a Cambridge, Massachussets-based artificial intelligence company co-founded in 2019 by Harvard computer science professor Yaron Singer, Kojin Oshiba, Alexander Rilee, and Eric Balkanski.

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