2 papers
q-bio.NC2026
Exploratory Experience Shapes the Geometry of Predictive Representations
Kseniia Shilova, Abdelrahman Sharafeldin, Advay Balakrishnan +1
Active sensing links behavior and learning through an action-perception loop: actions determine the observations used to update internal predictive models of perception, which subs…
cs.LG2026
Towards Code-Oriented LM Embeddings for Surrogate-Assisted Neural Architecture Search
Pranav Somu, Advay Balakrishnan, Stepan Kravtsov +2
Developing effective surrogates (performance predictors) for Neural Architecture Search (NAS) typically requires expensive fine-tuning or the engineering of complex representations…