Tengyuan Liang

Interaction Matters: A Note on Non-asymptotic Local Convergence of\n Generative Adversarial Networks

Tengyuan Liang, James Stokes · arXiv (Cornell University) · 2018 · 95 citations · Full text

Fisher-Rao Metric, Geometry, and Complexity of Neural Networks

Tengyuan Liang, Tomaso Poggio, Alexander Rakhlin et al. · arXiv (Cornell University) · 2017 · 90 citations · Full text

Invariance Viewpoint, Geometric Learning, Convolutional Neural Network +15

Law of log determinant of sample covariance matrix and optimal estimation of differential entropy for high-dimensional Gaussian distributions

Tommaso Cai, Tengyuan Liang, Harrison H. Zhou · Journal of Multivariate Analysis · 2015 · 64 citations · Full text

Engineering, High-dimensional Method, Information Theory +9

On the Multiple Descent of Minimum-Norm Interpolants and Restricted\n Lower Isometry of Kernels

Tengyuan Liang, Alexander Rakhlin, Xiyu Zhai · arXiv (Cornell University) · 2019 · 59 citations · Full text

Textual Factors: A Scalable, Interpretable, and Data-driven Approach to Analyzing Unstructured Information

Lin William Cong, Tengyuan Liang, Xiao Zhang · SSRN Electronic Journal · 2018 · 47 citations · Full text