Yu pan berkeley9/18/2023 ![]() UC Berkeley to lead $10M NSF/Simons Foundation program to investigate theoretical underpinnings of deep learning, Aug. Honorary Doctorate, University of Lausanne (UNIL) (Faculty of Business and Economics), J(Interview of Bin Yu by journalist Nathalie Randin, with an introduction by Dean Jean-Philippe Bonardi of UNIL in French ( English translation ))ĬDSS news on our PCS framework: "A better framework for more robust, trustworthy data science", Oct. 7 8 9 He is a former Google employee and also a co-founder of Kiwi Crate, Inc. Our recent algorithms include staNMF for unsupervised learning, iterative Random Forests (iRF) and signed iRF (s-iRF) for discovering predictive and stable high-order interactions in supervised learning, contextual decomposition (CD) and aggregated contextual decomposition (ACD) for interpretation of Deep Neural Networks (DNNs).ĬDSS news: Statistics-Computer Science team reflects on tackling covid outbreaks, May, 2022 Yu Pan is an engineer and entrepreneur mentioned in one source as one of the original six people who started PayPal 4 5 and the first employee at YouTube, 6 as an early software engineer. A dual force cross-linked -PGA-PAA binder enhancing the cycle stability of silicon-based anodes for lithium-ion batteries. ![]() In order to augment empirical evidence for decision-making, we are investigating statistical machine learning methods/algorithms (and associated statistical inference problems) such as dictionary learning, non-negative matrix factorization (NMF), EM and deep learning (CNNs and LSTMs), and heterogeneous effect estimation in randomized experiments (X-learner). Ming-Jia Guo, Cheng-Cheng Xiang, Yi-Yang Hu, Li Deng, Si-Yu Pan, Chao Lv, Shou-Xiao Chen, Hao-Tian Deng, Cheng-Dong Sun, Jun-Tao Li, Yao Zhou, Shi-Gang Sun. PCS stands for predictability, computability and stability, and it unifies, streamlines, and expands on ideas and best practices of machine learning and statistics. Berkeley: Institute of East Asian Studies, University of California. We have developed the PCS framework for veridical data science (or responsible, reliable, and transparent data analysis and decision-making). Pan Yue (Chinese: 247300), courtesy name Anren (), was a prominent Chinese fu. Gao Minglu (Berkeley: University of California Press, in association with. We also develop relevant theory to understand random forests and deep learning for insight into and guidance for practice. 32 Xue Yang, Zhongxi wenhua de piaoliang chuanyue: Pan Yuliang yu tada caimo. Together with my group, my work has leveraged new computational developments to solve important scientific problems by combining novel statistical machine learning approaches with the domain expertise of my many collaborators in neuroscience, genomics and precision medicine. ![]() I was formally trained as a statistician, but my research interests and achievements extend beyond the realm of statistics. Yihan Zhu, Yichang Pan, Zhiping Lai, Chia-En Hsiung, Kexin Yao, Ingo Pinnau & Yu Han National Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley. I'm Bin Yu, the head of the Yu Group at Berkeley, which consists of 15-20 students and postdocs from S tatistics and EECS. ![]()
0 Comments
Leave a Reply.AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |