Industrial Experience

  • Research Scientist

          Instagram Explore Ranking, Instagram

          Nov. 2019 - Present

          New York, NY

  • Machine Learning PhD Intern

          News Feed Machine Learning, Facebook

          Jun. 2018 - Sep. 2018

          Menlo Park, CA

  • Research Based Software Engineer Intern

          Bing Maps, Cortana, Microsoft AI&R

          Jun. 2017 - Sep. 2017

          Bellevue, WA

Publications

. ML-LOO: Detecting Adversarial Examples with Feature Attribution. In AAAI (Spotlight), 2020.

PDF Code Poster Slides

. Greedy Attack and Gumbel Attack: Generating Adversarial Examples for Discrete Data. In Journal of Machine Learning Research, 2020.

PDF Code

. Bootstrap Confidence Regions Based On M-estimators Under Nonstandard Conditions. The Annals of Statistics, 2020.

PDF

. BOSH: An Efficient Meta Algorithm for Decision-based Attacks. arXiv Preprint, 2019.

PDF

. History PCA: A New Algorithm for Streaming PCA. arXiv Preprint, 2018.

PDF Code

Teaching

I was a teaching assistent for the following courses at UC Davis:

  • STA 13 Elementary Statistics
  • STA 32 Statistics Through Computing
  • STA 100 Biostatistics
  • STA 103 Applied Statistics
  • STA 250 Optimization and Machine Learning

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