Nontawat Charoenphakdee
นนทวัฒน์ เจริญภักดี (นัท), チャロエンパックディー ノンタワット （ナット）
Selfie taken in Tokyo, November 2018.
I am a PhD student under the supervision of Prof. Masashi Sugiyama in Sugiyama-Sato-Honda laboratory, Department of computer science, The University of Tokyo.
Research interests: I am interested in machine learning algorithm analysis and design in general. More specifically, my current research topics include:
- Loss function
- Learning with reject option
- Weakly-supervised learning
- Domain adaptation
Links: Publications, CV
News
| Sep 4, 2019 | Our paper: “On the Calibration of Multiclass Classification with Rejection” has been accepted to NeurIPS2019. |
| Aug 12, 2019 | Our paper: “Learning Only from Relevant Keywords and Unlabeled Documents” has been accepted to EMNLP-IJCNLP2019. |
| Apr 22, 2019 | Our two papers: “On Symmetric Losses for Learning from Corrupted Labels” and “Imitation Learning from Imperfect Demonstration” have been accepted to ICML2019. |
| Dec 22, 2018 | Our paper: “Positive-Unlabeled Classification under Class Prior Shift and Asymmetric Error” has been accepted to SDM2019. |
| Nov 1, 2018 | Our paper: “Unsupervised Domain Adaptation Based on Source-guided Discrepancy” has been accepted to AAAI2019. |