12 citations · 15 across the 4 of their papers we have counts for
4 papers
Towards Reliable ML Feature Engineering via Planning in Constrained-Topology of LLM Agents
Himanshu Thakur, Anusha Kamath, Anurag Muthyala +3
Recent advances in code generation models have unlocked unprecedented opportunities for automating feature engineering, yet their adoption in real-world ML teams remains constraine…
Personas within Parameters: Fine-Tuning Small Language Models with Low-Rank Adapters to Mimic User Behaviors
Himanshu Thakur, Eshani Agrawal, Smruthi Mukund
A long-standing challenge in developing accurate recommendation models is simulating user behavior, mainly due to the complex and stochastic nature of user interactions. Towards th…
Credit Card Fraud Detection in e-Commerce: An Outlier Detection Approach
Utkarsh Porwal, Smruthi Mukund
Often the challenge associated with tasks like fraud and spam detection is the lack of all likely patterns needed to train suitable supervised learning models. This problem accentu…
Outlier Detection by Consistent Data Selection Method
Utkarsh Porwal, Smruthi Mukund
Often the challenge associated with tasks like fraud and spam detection[1] is the lack of all likely patterns needed to train suitable supervised learning models. In order to overc…