19 citations · 36 across the 9 of their papers we have counts for
10 papers
Improving the Realism of Synthetic Clinical Benchmarks Under Utility Constraints
Omid Bazgir, Md Nasir, Jacob Hoffman +6
Synthetic clinical benchmarks for enterprise AI agents can pass existing utility checks and still remain structurally unrealistic, especially in privacy-sensitive healthcare settin…
Flippi: End To End GenAI Assistant for E-Commerce
Anand A. Rajasekar, Praveen Tangarajan, Anjali Nainani +4
The emergence of conversational assistants has fundamentally reshaped user interactions with digital platforms. This paper introduces Flippi-a cutting-edge, end-to-end conversation…
Reinforcement Learning for Optimizing RAG for Domain Chatbots
Mandar Kulkarni, Praveen Tangarajan, Kyung Kim +1
With the advent of Large Language Models (LLM), conversational assistants have become prevalent for domain use cases. LLMs acquire the ability to contextual question answering thro…
Retinal Microvasculature as Biomarker for Diabetes and Cardiovascular Diseases
Anusua Trivedi, Jocelyn Desbiens, Ron Gross +3
Purpose: To demonstrate that retinal microvasculature per se is a reliable biomarker for Diabetic Retinopathy (DR) and, by extension, cardiovascular diseases. Methods: Deep Learnin…
Defending Democracy: Using Deep Learning to Identify and Prevent Misinformation
Anusua Trivedi, Alyssa Suhm, Prathamesh Mahankal +7
The rise in online misinformation in recent years threatens democracies by distorting authentic public discourse and causing confusion, fear, and even, in extreme cases, violence.…
Becoming Good at AI for Good
Meghana Kshirsagar, Caleb Robinson, Siyu Yang +13
AI for good (AI4G) projects involve developing and applying artificial intelligence (AI) based solutions to further goals in areas such as sustainability, health, humanitarian aid,…
Height Estimation of Children under Five Years using Depth Images
Anusua Trivedi, Mohit Jain, Nikhil Kumar Gupta +11
Malnutrition is a global health crisis and is the leading cause of death among children under five. Detecting malnutrition requires anthropometric measurements of weight, height, a…
Improving Lesion Detection by exploring bias on Skin Lesion dataset
Anusua Trivedi, Sreya Muppalla, Shreyaan Pathak +4
All datasets contain some biases, often unintentional, due to how they were acquired and annotated. These biases distort machine-learning models' performance, creating spurious cor…
privGAN: Protecting GANs from membership inference attacks at low cost
Sumit Mukherjee, Yixi Xu, Anusua Trivedi +1
Generative Adversarial Networks (GANs) have made releasing of synthetic images a viable approach to share data without releasing the original dataset. It has been shown that such s…
Risks of Using Non-verified Open Data: A case study on using Machine Learning techniques for predicting Pregnancy Outcomes in India
Anusua Trivedi, Sumit Mukherjee, Edmund Tse +2
Artificial intelligence (AI) has evolved considerably in the last few years. While applications of AI is now becoming more common in fields like retail and marketing, application o…