3 papers
cs.LG2025
Exploring approaches to computational representation and classification of user-generated meal logs
Guanlan Hu, Adit Anand, Pooja M. Desai +2
This study examined the use of machine learning and domain specific enrichment on patient generated health data, in the form of free text meal logs, to classify meals on alignment…
cs.LG2025
Scalable Submodular Policy Optimization via Pruned Submodularity Graph
Aditi Anand, Suman Banerjee, Dildar Ali
In Reinforcement Learning (abbreviated as RL), an agent interacts with the environment via a set of possible actions, and a reward is generated from some unknown distribution. The…
cs.CL2024
Factuality or Fiction? Benchmarking Modern LLMs on Ambiguous QA with Citations
Maya Patel, Aditi Anand
Benchmarking modern large language models (LLMs) on complex and realistic tasks is critical to advancing their development. In this work, we evaluate the factual accuracy and citat…