Search Results for author: Rohan Saphal

Found 3 papers, 0 papers with code

CV4Code: Sourcecode Understanding via Visual Code Representations

no code implementations11 May 2022 Ruibo Shi, Lili Tao, Rohan Saphal, Fran Silavong, Sean J. Moran

We present CV4Code, a compact and effective computer vision method for sourcecode understanding.

Lexical Analysis Retrieval

Senatus -- A Fast and Accurate Code-to-Code Recommendation Engine

no code implementations5 Nov 2021 Fran Silavong, Sean Moran, Antonios Georgiadis, Rohan Saphal, Robert Otter

Senatus also outperforms standard MinHash LSH by 29. 2\% F1 and 51. 02\emph{x} faster query time.

Retrieval

SEERL: Sample Efficient Ensemble Reinforcement Learning

no code implementations15 Jan 2020 Rohan Saphal, Balaraman Ravindran, Dheevatsa Mudigere, Sasikanth Avancha, Bharat Kaul

However, ensemble methods are relatively less popular in reinforcement learning owing to the high sample complexity and computational expense involved in obtaining a diverse ensemble.

Continuous Control Ensemble Learning +3

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