648 citations · 672 across the 3 of their papers we have counts for
3 papers
cs.AI2019★ 13 cited
Model-based Reinforcement Learning for Predictions and Control for Limit Order Books
Haoran Wei, Yuanbo Wang, Lidia Mangu +1
We build a profitable electronic trading agent with Reinforcement Learning that places buy and sell orders in the stock market. An environment model is built only with historical o…
stat.ML2018★ 11 cited
Sensitivity based Neural Networks Explanations
Enguerrand Horel, Virgile Mison, Tao Xiong +2
Although neural networks can achieve very high predictive performance on various different tasks such as image recognition or natural language processing, they are often considered…
cs.CL2000★ 648 cited
Finding consensus in speech recognition: word error minimization and other applications of confusion networks
L. Mangu, E. Brill, A. Stolcke
We describe a new framework for distilling information from word lattices to improve the accuracy of speech recognition and obtain a more perspicuous representation of a set of alt…