Kung-Ching Lin, Ph.D Email & Phone Number
@upstart.com
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Who is Kung-Ching Lin, Ph.D? Overview
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Kung-Ching Lin, Ph.D is listed as Staff Research Scientist at Upstart, a with 457 employees, based in Columbus, Ohio, United States. AeroLeads shows a work email signal at upstart.com and a matched LinkedIn profile for Kung-Ching Lin, Ph.D.
Kung-Ching Lin, Ph.D previously worked as Senior Research Scientist at Upstart and Research Scientist at Upstart. Kung-Ching Lin, Ph.D holds Doctor Of Philosophy - Phd, Mathematics, 4.00/4.00 from University Of Maryland.
Email format at Upstart
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AeroLeads found 1 current-domain work email signal for Kung-Ching Lin, Ph.D. Compare company email patterns before reaching out.
About Kung-Ching Lin, Ph.D
Kung-Ching is an applied mathematician with a focus on machine learning. Since he joined Upstart, he has been working on the improvement of its credit underwriting model, accurately assessing the true credit-worthiness of an applicant. He transformed the product with novel modeling techniques and the standardization of procedures to enhance the research velocity.
Kung-Ching Lin, Ph.D's current company
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Kung-Ching Lin, Ph.D work experience
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Senior Research Scientist
Research Scientist
Visiting Assistant Professor
-Analyzed the approximation power of deep neural networks, which has double the rate comparing to traditional approximation classes.-Studied on the function classes for numerous tasks, including image classification, NLP, recommender systems, etc., to answer why deep neural networks seemingly defy the curse of dimensionality.-Contributed in writing computational illustrations for an upcoming book on data science using Python and Matlab.
Graduate Research And Teaching Assistant
-Conducted independent research in signal processing and data analysis.-Used Python and Matlab for numerical experiments.-Developed new processing method for finite dimensional data. Yields optimal error decay rate while greatly compressing data.-Proposed new deterministic sampling schemes to achieve record-breaking performance for deterministic compressed sensing.-Adapted optimization schemes for smooth deep neural networks to non-smooth ones such as ReLU neural networks.-Led classes as the sole instructor.-Substituted for graduate courses on harmonic analysis.
Research Assistant
-Used Empirical Mode Decomposition for identifying gating of ionic channels.-Verified the success of Empirical Mode Decomposition algorithm for superpositions of sinusoid-like functions.-Conducted research on integrable systems.
Colleagues at Upstart
Other employees you can reach at upstart.com. View company contacts for 457 employees →
Gigel Frone
Colleague at UpstartAmsterdam, North Holland, Netherlands
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Jorden S. Patterson
Colleague at UpstartColumbus, Ohio, United States
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JB
Jeff B.
Colleague at UpstartSan Francisco Bay Area, United States
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Amy Richards
Colleague at UpstartGrove City, Ohio, United States
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PG
Paul Gauthier
Colleague at UpstartChicago, Illinois, United States
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NK
Nate Kresge
Colleague at UpstartSan Francisco, California, United States
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DH
Dawna Hoffmann
Colleague at UpstartMorganville, New Jersey, United States
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JL
Josimar Lopez
Colleague at UpstartFort Lauderdale, Florida, United States
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Cecilia Liliana Smith
Colleague at UpstartSan Francisco Bay Area, United States
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DV
Dejah Verrett
Colleague at UpstartReynoldsburg, Ohio, United States
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Kung-Ching Lin, Ph.D education
Doctor Of Philosophy - Phd, Mathematics, 4.00/4.00
Bachelor'S Degree, Mathematics, 3.99/4.00
Frequently asked questions about Kung-Ching Lin, Ph.D
Quick answers generated from the profile data available on this page.
What company does Kung-Ching Lin, Ph.D work for?
Kung-Ching Lin, Ph.D works for Upstart.
What is Kung-Ching Lin, Ph.D's role at Upstart?
Kung-Ching Lin, Ph.D is listed as Staff Research Scientist at Upstart.
What is Kung-Ching Lin, Ph.D's email address?
AeroLeads has found 1 work email signal at @upstart.com for Kung-Ching Lin, Ph.D at Upstart.
Where is Kung-Ching Lin, Ph.D based?
Kung-Ching Lin, Ph.D is based in Columbus, Ohio, United States while working with Upstart.
What companies has Kung-Ching Lin, Ph.D worked for?
Kung-Ching Lin, Ph.D has worked for Upstart, Texas A&M University, University Of Maryland, and Academa Sinica.
Who are Kung-Ching Lin, Ph.D's colleagues at Upstart?
Kung-Ching Lin, Ph.D's colleagues at Upstart include Gigel Frone, Jorden S. Patterson, Jeff B., Amy Richards, and Paul Gauthier.
How can I contact Kung-Ching Lin, Ph.D?
You can use AeroLeads to view verified contact signals for Kung-Ching Lin, Ph.D at Upstart, including work email, phone, and LinkedIn data when available.
What schools did Kung-Ching Lin, Ph.D attend?
Kung-Ching Lin, Ph.D holds Doctor Of Philosophy - Phd, Mathematics, 4.00/4.00 from University Of Maryland.
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