research
∙
11/11/2022
A monitoring framework for deployed machine learning models with supply chain examples
Actively monitoring machine learning models during production operations...
share
research
∙
10/14/2022
Decentralized Policy Gradient for Nash Equilibria Learning of General-sum Stochastic Games
We study Nash equilibria learning of a general-sum stochastic game with ...
research
∙
05/25/2022
Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation
Many recent works indicate that the deep neural networks tend to take da...
research
∙
03/18/2022
WebRobot: Web Robotic Process Automation using Interactive Programming-by-Demonstration
It is imperative to democratize robotic process automation (RPA), as RPA...
research
∙
11/11/2021
Towards Domain-Independent and Real-Time Gesture Recognition Using mmWave Signal
Human gesture recognition using millimeter wave (mmWave) signals provide...
research
∙
07/11/2020
Is Machine Learning Speaking my Language? A Critical Look at the NLP-Pipeline Across 8 Human Languages
Natural Language Processing (NLP) is increasingly used as a key ingredie...
research
∙
01/06/2020
