1 code implementation • 26 Sep 2022 • Donlapark Ponnoprat, Parichart Pattarapanitchai, Phimphaka Taninpong, Suthep Suantai, Natthanaphop Isaradech, Thiraphat Tanphiriyakun
Labeling a large number of electronic health records is expensive and time consuming, and having a labeling assistant tool can significantly reduce medical experts' workload.
2 code implementations • NeurIPS 2021 • Donlapark Ponnoprat
Given an empirical distribution $f(x)$ of sensitive data $x$, we consider the task of minimizing $F(y) = D_{\text{KL}} (f(x)\Vert y)$ over a probability simplex, while protecting the privacy of $x$.
1 code implementation • 23 Jan 2021 • Donlapark Ponnoprat
On the other hand, deep learning models are good at learning nonlinear interactions, but they are not designed to deal with the seasonality in time series.
no code implementations • 10 Sep 2020 • Donlapark Ponnoprat
We show that the $k$-NN classifier is not universally consistent on the space of measures supported in $(0, 1)$.