PW Koh, P Liang. Stanford University. Pang Wei Koh 1Percy Liang Abstract How can we explain the predictions of a black-box model? Machine learning Computational biology. Our Founder Wei Koh, dredges into size exploitation, media pressure and anxiety in the fashion industry. In this paper, we use influence func-tions — a classic technique from robust statis-tics — to trace a model’s prediction through the learning algorithm and back to its training data, … Verified email at cs.stanford.edu - Homepage. Title. Cited by. Sort by citations Sort by year Sort by title. Pang Wei Koh's 23 research works with 769 citations and 3,659 reads, including: Mobility network models of COVID-19 explain inequities and inform reopening Pang Wei’s interest in machine learning started with a chance connection in high school. Pang Wei Koh. His research focuses on making machine learning models interpretable and reliable. With this in mind The Rake Tailored Garments has been designed with the philosophy of comfort, where size and fit is at the forefront behind the fusion of techniques used to make the collection. Pang Wei has 5 jobs listed on their profile. View Pang Wei Koh’s profile on LinkedIn, the world's largest professional community. CoRR abs/1911.08731 (2019) Pang Wei socializing with fellows at the 2018 Facebook Fellowship Summit. Pang Wei Koh, Computer Science Department, Stanford University, I grew up in Singapore and served as an Home Research-feed Channel Rankings GCT THU … Year; Understanding black-box predictions via influence functions. Style September 2020. Sort. A note from the founder. Cited by. Pang Wei Koh is a third-year PhD student at Stanford University. Pang Wei Koh * 1Thao Nguyen* 1 2 Yew Siang Tang Stephen Mussmann 1Emma Pierson Been Kim2 Percy Liang1 Abstract We seek to learn models that we can interact with using high-level concepts: if the model did not think there was a bone spur in the x-ray, would it still predict severe arthritis? Shiori Sagawa, Pang Wei Koh, Tatsunori B. Hashimoto, Percy Liang: Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization. STUDIO PANGCONTACT Wei Koh Wei Koh, editor of The Rake Magazine, shares his insights in to the after dinner drink. Aloysius Pang (Chinese: 冯伟衷; pinyin: Féng Wěizhōng; 24 August 1990 – 24 January 2019) was a Singaporean actor managed under NoonTalk Media. Prostatectomy using different lasers for the treatment of benign prostate hyperplasia in aging males Wei-Chang lee1,* Yu-hsiang lin1,* Chen-Pang hou1 DOI 10.1186/s40064-015-1270-6 by unknown authors Articles Cited by Co-authors.