Comparing Theory and Measurements of Cross-Polar Fields of a Phased-Array Weather Radar. - Richard Doviak; Lei Le; Guifu Zhang; John Meier; Christopher D. Curtis (IEEE Geosci. Remote. Sens. Lett., 2011)

On Predictability of Rare Events Leveraging Social Media: A Machine Learning Perspective. - Lei Le; Emilio Ferrara; Alessandro Flammini (COSN, 2015)

Global optimization of factor models using alternating minimization. - Lei Le; Martha White (CoRR, 2016)

Learning Sparse Representations in Reinforcement Learning with Sparse Coding. - Lei Le; Raksha Kumaraswamy; Martha White (IJCAI, 2017)

Supervised autoencoders: Improving generalization performance with unsupervised regularizers. - Lei Le; Andrew Patterson; Martha White (NeurIPS, 2018)

Actor-Expert: A Framework for using Action-Value Methods in Continuous Action Spaces. - Sungsu Lim; Ajin Joseph 001; Lei Le; Yangchen Pan; Martha White (CoRR, 2018)

The Utility of Sparse Representations for Control in Reinforcement Learning. - Vincent Liu; Raksha Kumaraswamy; Lei Le; Martha White (AAAI, 2019)

Learning Macroscopic Brain Connectomes via Group-Sparse Factorization. - Farzane Aminmansour; Andrew Patterson; Lei Le; Yisu Peng; Daniel Mitchell; Franco Pestilli; Cesar F. Caiafa; Russell Greiner; Martha White (NeurIPS, 2019)

LiRank: Industrial Large Scale Ranking Models at LinkedIn. - Fedor Borisyuk; Mingzhou Zhou; Qingquan Song; Siyu Zhu; Birjodh Tiwana; Ganesh Parameswaran; Siddharth Dangi; Lars Hertel; Qiang Charles Xiao; Xiaochen Hou; Yunbo Ouyang; Aman Gupta; et al. (KDD, 2024)