Tag: cs.CC

#cs.CC

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Academic · 1 min

CircuitBuilder: From Polynomials to Circuits via Reinforcement Learning

arXiv:2603.17075v1 Announce Type: new Abstract: Motivated by auto-proof generation and Valiant's VP vs. VNP conjecture, we study the problem of discovering efficient arithmetic circuits to …

Weikun K. Zhang, Rohan Pandey, Bhaumik Mehta, Kaijie Jin, Naomi Morato, Archit Ganapule, Michael Ruofan Zeng, Jarod Alper
11 views
Academic · 1 min

Why Are Linear RNNs More Parallelizable?

arXiv:2603.03612v1 Announce Type: new Abstract: The community is increasingly exploring linear RNNs (LRNNs) as language models, motivated by their expressive power and parallelizability. While prior …

William Merrill, Hongjian Jiang, Yanhong Li, Ashish Sabharwal
13 views