Lei Le

According to our database, Lei Le authored at least 9 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

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, Sheallika Singh, Dan Liu, Hailing Cheng, Lei Le, Jonathan Hung, S. Sathiya Keerthi, Ruoyan Wang, Fengyu Zhang, Mohit Kothari, Chen Zhu, Daqi Sun, Yun Dai, Xun Luan, Sirou Zhu, Zhiwei Wang, Neil Daftary, Qianqi Shen, Chengming Jiang, Haichao Wei, Maneesh Varshney, Amol Ghoting, Souvik Ghosh

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

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

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

The Utility of Sparse Representations for Control in Reinforcement Learning.

Vincent Liu, Raksha Kumaraswamy, Lei Le, Martha White

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Actor-Expert: A Framework for using Action-Value Methods in Continuous Action Spaces.

Sungsu Lim, Ajin Joseph, Lei Le, Yangchen Pan, Martha White

CoRR, 2018

Supervised autoencoders: Improving generalization performance with unsupervised regularizers.

Lei Le, Andrew Patterson, Martha White

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Learning Sparse Representations in Reinforcement Learning with Sparse Coding.

Lei Le, Raksha Kumaraswamy, Martha White

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

Global optimization of factor models using alternating minimization.

Lei Le, Martha White

CoRR, 2016

2015

On Predictability of Rare Events Leveraging Social Media: A Machine Learning Perspective.

Lei Le, Emilio Ferrara, Alessandro Flammini

Proceedings of the 2015 ACM on Conference on Online Social Networks, 2015

2011

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