Search Results for author: Longshaokan Wang

Found 8 papers, 1 papers with code

Robust Nonparametric Distribution Forecast with Backtest-based Bootstrap and Adaptive Residual Selection

no code implementations16 Feb 2022 Longshaokan Wang, Lingda Wang, Mina Georgieva, Paulo Machado, Abinaya Ulagappa, Safwan Ahmed, Yan Lu, Arjun Bakshi, Farhad Ghassemi

Distribution forecast can quantify forecast uncertainty and provide various forecast scenarios with their corresponding estimated probabilities.

Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors

no code implementations WS 2020 Longshaokan Wang, Maryam Fazel-Zarandi, Aditya Tiwari, Spyros Matsoukas, Lazaros Polymenakos

Speech-based virtual assistants, such as Amazon Alexa, Google assistant, and Apple Siri, typically convert users' audio signals to text data through automatic speech recognition (ASR) and feed the text to downstream dialog models for natural language understanding and response generation.

Automatic Speech Recognition Data Augmentation +3

Sufficient Markov Decision Processes with Alternating Deep Neural Networks

no code implementations25 Apr 2017 Longshaokan Wang, Eric B. Laber, Katie Witkiewitz

Advances in mobile computing technologies have made it possible to monitor and apply data-driven interventions across complex systems in real time.

Cannot find the paper you are looking for? You can Submit a new open access paper.