1 citations · 1 across the 2 of their papers we have counts for
4 papers
When Does Feedback Help? Auditing Learned Voltage-Clamp Experimental Design
Rayan Nyaupane, Abhiram Bhupatiraju
A learned scientific controller can outperform a misspecified planner without benefiting from feedback. We audit two synthetic voltage-clamp tasks with a training-selected fixed pr…
Predictive Multiplicity in Cell-Fate Assignment: Label-Free Rashomon Sets and the Limits of Per-Cell Certification
Arjun Bhupatiraju, Abhiram Bhupatiraju
Single-cell trajectory inference maps transcriptomic measurements onto developmental continua, yet configurations that fit the data equally well can assign conflicting cell fates.…
Are Stated Reasoning Steps Causally Load-Bearing?
Abhiram Bhupatiraju, Rayan Nyaupane
Chain-of-thought (CoT) monitoring assumes that the reasoning a model writes reflects the computation that directly produces its answer. Previous faithfulness metrics have been pred…
Explainability-Driven Feature Engineering for Mid-Term Electricity Load Forecasting in ERCOT's SCENT Region
Abhiram Bhupatiraju, Sung Bum Ahn
Accurate load forecasting is essential to the operation of modern electric power systems. Given the sensitivity of electricity demand to weather variability and temporal dynamics,…