2 papers
cs.LG2026
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…
cs.IR2025
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…