research
∙
07/08/2023
On Regularization and Inference with Label Constraints
Prior knowledge and symbolic rules in machine learning are often express...
share
research
∙
06/09/2023
Safety and Fairness for Content Moderation in Generative Models
With significant advances in generative AI, new technologies are rapidly...
research
∙
01/31/2023
Salient Conditional Diffusion for Defending Against Backdoor Attacks
We propose a novel algorithm, Salient Conditional Diffusion (Sancdifi), ...
research
∙
03/29/2021
Risk Bounds for Learning via Hilbert Coresets
We develop a formalism for constructing stochastic upper bounds on the e...
research
∙
11/09/2018
Observability Properties of Colored Graphs
A colored graph is a directed graph in which either nodes or edges have ...
research
∙
11/05/2018
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
Gliomas are the most common primary brain malignancies, with different d...
research
∙
09/19/2018
Control Flow Graph Modifications for Improved RF-Based Processor Tracking Performance
Many dedicated embedded processors do not have memory or computational r...
research
∙
04/18/2018
HD-Index: Pushing the Scalability-Accuracy Boundary for Approximate kNN Search in High-Dimensional Spaces
Nearest neighbor searching of large databases in high-dimensional spaces...
research
∙
01/10/2018
Design, Analysis & Prototyping of a Semi-Automated Staircase-Climbing Rehabilitation Robot
In this paper, we describe the mechanical design, system overview, integ...
research
∙
12/11/2017