Ilia Sucholutsky
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Ilia Sucholutsky Email & Phone Number

Faculty Fellow and Assistant Professor at NYU Center for Data Science
Location: Princeton, New Jersey, United States 12 work roles 2 schools
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Faculty Fellow and Assistant Professor
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Princeton, New Jersey, United States
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Ilia Sucholutsky is listed as Faculty Fellow and Assistant Professor at NYU Center for Data Science, a with 137 employees, based in Princeton, New Jersey, United States. AeroLeads shows a matched LinkedIn profile for Ilia Sucholutsky.

Ilia Sucholutsky previously worked as Faculty Fellow/Assistant Professor at Nyu Center For Data Science and AI Advisor at Kin-Keepers. Ilia Sucholutsky holds Phd, Statistics from University Of Waterloo.

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NYU Center for Data Science

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About Ilia Sucholutsky

Short: I want AI to be just as good with small data as it is with big data. Everyone should be able to participate in, and benefit from, the AI revolution. Check out ilia10000.github.io to see what I'm doing to make that happen.Long:I’m fascinated by deep learning and its ability to reach superhuman performance on so many different tasks. I want to better understand how neural networks achieve such impressive results… and why sometimes they don’t. To do that, I’m exploring what kind of information or knowledge is contained in the datasets we train our models on and how much of this knowledge is actually needed for our models to generalize.In the beginning, I used deep learning to restore lost data from cars in order to improve anomaly detection algorithms and make cars safer. The ability to restore lost data suggests that knowledge is duplicated across a dataset.Then, I worked on improving dataset distillation, the process of learning tiny synthetic datasets that contain all the knowledge of much larger datasets. If knowledge is duplicated across a dataset then it should be possible to represent that knowledge using fewer samples.Now, I work on “less than one”-shot learning, an extreme form of few-shot learning where the goal is for models to learn N new classes using M

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NYU Center for Data Science
Nyu Center For Data Science
Faculty Fellow and Assistant Professor
United States
Website
Employees
137
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12 roles

Ilia Sucholutsky work experience

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Ai Advisor

The Kin-Keepers mission is to improve quality of life for those suffering from incurable cognitive declines like Alzheimer's and other forms of dementia by helping them communicate and feel understood."Being understood is crucial to reducing confusion, frustration, and despair. However, when elders with dementia are placed into long-term care facilities the ability to be understood is lost. What then sets in is gradual identity erosion for the senior, which compounds the confusion, frustration, and anger. This erroneously confirms to relatives that elders are hopelessly lost and cannot remain at home. Tragically, this contributes to an acceleration of cognitive decline.People with dementia experience significantly higher costs of care and the burden of those higher costs falls disproportionately on families who do not meet the standards for aid. There are 6.2+ million people living with Alzheimer’s in the U.S. Of those, only 1.1 million live in facilities paid for through Medicaid, at an annual cost of $72 billion. That leaves 83% of older adult care in the US to family members, friends, or other unpaid caregivers." - https://kin-keepers.com/

Postdoctoral Research Associate, Dept. Of Computer Science

Princeton, New Jersey, United States

Conducting research at the Computational Cognitive Science Group (CoCoSci) under the supervision of Dr. Tom Griffiths.

Jul 2021 - Aug 2024

Machine Learning Researcher

Real-Time Embedded Software Group

Waterloo, Ontario

https://uwaterloo.ca/embedded-software-group/

May 2017 - 2018

Data Scientist, Research Team

San Francisco Bay Area

May 2016 - Aug 2016

Data Scientist

Toronto, Canada Area

May 2015 - Aug 2015
2 education records

Ilia Sucholutsky education

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What company does Ilia Sucholutsky work for?

Ilia Sucholutsky works for NYU Center for Data Science.

What is Ilia Sucholutsky's role at NYU Center for Data Science?

Ilia Sucholutsky is listed as Faculty Fellow and Assistant Professor at NYU Center for Data Science.

Where is Ilia Sucholutsky based?

Ilia Sucholutsky is based in Princeton, New Jersey, United States while working with NYU Center for Data Science.

What companies has Ilia Sucholutsky worked for?

Ilia Sucholutsky has worked for Nyu Center For Data Science, Kin-Keepers, Stratumai (Yc S20), Stratumai (Yc Covid Batch), and Princeton University.

How can I contact Ilia Sucholutsky?

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What schools did Ilia Sucholutsky attend?

Ilia Sucholutsky holds Phd, Statistics from University Of Waterloo.

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