Yu-Xiang Wang

icon indicating a website link https://www.cs.ucsb.edu/~yuxiangw/

icon company UC Santa Barbara icon location Computer scientist and statistician. Researcher in machine learning, reinforcement learning, and differential privacy.

Results 2 issues of Yu-Xiang Wang

Rdp for subsampled gaussian mechanism under the sampling without replacement scheme

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1. Function `compute_rdp_sample_without_replacement` implements Theorem 9 of Wang, Balle, Kasiviswanathan. "[Subsampled Renyi Differential Privacy and Analytical Moments Accountant](https://arxiv.org/pdf/1808.00087.pdf)." AISTATS'2019. 2. Added a test script. 3. Added a reference to why...

cla: yes

update affiliation and homepage

1 comment

Updating my affiliation to UCSD. My home department is HDSI which hosts many computer scientists. I am also affiliated with CSE (which allows me to advise CSE students solely.) #...