most citedOptimization of Ensemble Supervised Learning Algorithms for Increased Sensitivity, Specificity, and AUC of Population-Based Colorectal Cancer Screenings

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cs.AI2026

Co-PiLOT: Constrained Physics-Informed Latent Optimization for Target-Driven Inverse Design

Mahish K. Guru, Mayank Nagar, Ayush vyas +3

Inverse design of physical systems (molecules, devices, microstructures) often reduces to optimizing a high-dimensional structure against an expensive black-box simulator. Direct s…

cs.AI2026

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations

Sagar Tamang, Ayush Vyas, Tabarakul Hazarika

Retrieval-augmented generation over long documents is dominated by one design: chunk the text, embed the chunks, and surface the top-k nearest neighbours of the query. We argue tha…