156 citations
- California Southern UniversityUS1 paper
- Georgia Institute of TechnologyUS1 paper
- New York City Department of TransportationUS1 paper
- New York UniversityUS1 paper
- n&k Technology (United States)US1 paper
- OR Concepts Applied (United States)US1 paper
- Robert Bosch (India)IN1 paper
- Robert Bosch (United States)US1 paper
- University of California, DavisUS1 paper
- University of FloridaUS1 paper
- University of Southern CaliforniaUS1 paper
4 papers
VISTA: A Visual Analytics Framework to Enhance Foundation Model-Generated Data Labels
Xiwei Xuan, Xiaoqi Wang, Wenbin He +4
The advances in multi-modal foundation models (FMs) (e.g., CLIP and LLaVA) have facilitated the auto-labeling of large-scale datasets, enhancing model performance in challenging do…
A Decentralized Adaptive Momentum Method for Solving a Class of Min-Max Optimization Problems
Babak Barazandeh, Tianjian Huang, George Michailidis
Min-max saddle point games have recently been intensely studied, due to their wide range of applications, including training Generative Adversarial Networks (GANs). However, most o…
Question Classification with Deep Contextualized Transformer
Haozheng Luo, Ningwei Liu, Charles Feng
The latest work for Question and Answer problems is to use the Stanford Parse Tree. We build on prior work and develop a new method to handle the Question and Answer problem with t…
Conscientious Classification: A Data Scientist's Guide to Discrimination-Aware Classification
Brian d'Alessandro, Cathy O'Neil, Tom LaGatta
Recent research has helped to cultivate growing awareness that machine learning systems fueled by big data can create or exacerbate troubling disparities in society. Much of this r…