Ankit Patel

Training Neural Networks Without Gradients: A Scalable ADMM Approach

Gavin Taylor, Ryan Burmeister, Zheng Xu et al. · arXiv (Cornell University) · 2016 · 146 citations · Full text

Computing, Computer Science, High-performance Computing +17

RelGAN: Relational Generative Adversarial Networks for Text Generation.

Weili Nie, Nina Narodytska, Ankit Patel · International Conference on Learning Representations · 2018 · 145 citations

Computing, Data Science, Computational Linguistics +7

A Probabilistic Theory of Deep Learning

Ankit Patel, Richard G. Baraniuk · arXiv (Cornell University) · 2015 · 62 citations · Full text

Computing, Computer Science, Artificial Intelligence +10

A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations

Weili Nie, Yang Zhang, Ankit Patel · arXiv (Cornell University) · 2018 · 56 citations · Full text

Computing, Visualization, Computer Vision +10

Identifying Surface-Enhanced Raman Spectra with a Raman Library Using Machine Learning

Yilong Ju, Oara Neumann, Mary M. Bajomo et al. · ACS Nano · 2023 · 55 citations

Natural Sciences, Chemistry, Machine Learning +16