2 papers
cs.AI2026
CIPHER: A Decoupled Exploration-Selection Framework for Test-Time Scaling of Data Science Agents
Maxime Heuillet, Sharadind Peddiraju
Enterprise data science and analytics spans closed-ended information extraction with verifiable answers and open-ended insight discovery. Agents are evaluated on one or the other,…
cs.LG2024
Domain Specific Data Distillation and Multi-modal Embedding Generation
Sharadind Peddiraju, Srini Rajagopal
The challenge of creating domain-centric embeddings arises from the abundance of unstructured data and the scarcity of domain-specific structured data. Conventional embedding techn…