Xiaocheng Tang

I am (CV, Linkedin) a Ph.D. candidate in Industrial & Systems Engineering at Lehigh University, working with Prof. Katya Scheinberg on developing practical algorithms (and their theoretical analysis) for machine learning problems and many other real-world applications.

Xiaocheng Tangi

Prior to study at Lehigh, I earned my undergraduate degree in Control Science and Engineering from Chu KoChen Honors College in Zhejiang University, Hangzhou, China. During summer I worked at industrial research labs on projects in different fields such as ads targeting, machine learning, hierarchical classifications, time series forecasting, traffic control, etc.

Contact

Software

LHAC
An efficient algorithm for optimizing large-scale regularized functions. Current C/C++ (with MATLAB interface) implementations can handle

The algorithm/implementation can be easily extended to deal with smooth loss functions other than least square and logistic loss. See for yourself.

Research Papers

Talks and Presentations