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My research interests lie in improving both the data and label efficiency of deep learning. To improve data efficiency, I work on techniques utilizing submodular sampling for data pruning. To improve label efficiency, I work on active, semi-supervised, few-shot and self-supervised learning.
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Research InternGoogleSeattle, Wa, Us -
Graduate Research AssistantUniversity Of Washington Jul 2020 - PresentSeattle, Wa, UsMachine Learning, Optimization, and Data Interpretation Lab - Advisor: Dr. Jeff BilmesResearch on label efficient and data efficient deep learning -
Research InternNokia Bell Labs Jun 2024 - Sep 2024Murray Hill, Nj, UsPervasive Systems and Device Intelligence GroupResearch on multimodal contrastive learning approaches for IMU data -
Applied Science InternAmazon Web Services (Aws) Jun 2023 - Oct 2023Seattle, Wa, UsAWS AI Labs - RekognitionReduced labeling costs for segmentation models by leveraging weaker forms of annotation -
Applied Science InternAmazon Jun 2022 - Sep 2022Seattle, Wa, UsAlexa AI - Natural UnderstandingDeveloped an active learning pipeline for entity linking systems -
Research InternMit Lincoln Laboratory May 2019 - Aug 2019Lexington, Ma, UsInformatics and Decision Support GroupAssessed the vulnerability of face verification systems to adversarial attacks -
Research InternNational Center For Supercomputing Applications Jun 2018 - Aug 2019Urbana, Illinois, UsGravity Group - Advisor: Dr. Eliu HuertaDeveloped deep models for gravitational wave parameter estimation
Arnav Das Skills
Arnav Das Education Details
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University Of WashingtonMachine Learning -
University Of Illinois Urbana-ChampaignComputer Engineering
Frequently Asked Questions about Arnav Das
What company does Arnav Das work for?
Arnav Das works for Google
What is Arnav Das's role at the current company?
Arnav Das's current role is Research Intern.
What is Arnav Das's email address?
Arnav Das's email address is ad****@****ois.edu
What is Arnav Das's direct phone number?
Arnav Das's direct phone number is +178531*****
What schools did Arnav Das attend?
Arnav Das attended University Of Washington, University Of Illinois Urbana-Champaign.
What skills is Arnav Das known for?
Arnav Das has skills like Matlab, Teaching, Programming, Teamwork, Java, Microsoft Office, Unity3d, Research, Public Speaking, C#, Microsoft Powerpoint.
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