3 papers
cs.LG2024
An In-Depth Examination of Risk Assessment in Multi-Class Classification Algorithms
Disha Ghandwani, Neeraj Sarna, Yuanyuan Li +1
Advanced classification algorithms are being increasingly used in safety-critical applications like health-care, engineering, etc. In such applications, miss-classifications made b…
stat.ME2024
Scalable recommender system based on factor analysis
Disha Ghandwani, Trevor Hastie
Recommender systems have become crucial in the modern digital landscape, where personalized content, products, and services are essential for enhancing user experience. This paper…
stat.ME2023
Scalable solution to crossed random effects model with random slopes
Disha Ghandwani, Swarnadip Ghosh, Trevor Hastie +1
The crossed random effects model is widely used, finding applications in various fields such as longitudinal studies, e-commerce, and recommender systems, among others. However, th…