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20202026
most citedAddressing Algorithmic Disparity and Performance Inconsistency in Federated Learning

19 citations · 23 across the 14 of their papers we have counts for

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cs.CL2026

Deliberate Evolution: Agentic Reasoning for Sample-Efficient Symbolic Regression with LLMs

Xinyu Pang, Zhanke Zhou, Xuan Li +5

Symbolic regression (SR) discovers compact mathematical expressions from data, yet recent LLM-based evolutionary methods remain sample-inefficient because they rely mainly on scala…