Towards Understanding Iterative Magnitude Pruning: Why Lottery Tickets Win

no code implementations • 13 Jun 2021 • Jaron Maene, Mingxiao Li, Marie-Francine Moens

The lottery ticket hypothesis states that sparse subnetworks exist in randomly initialized dense networks that can be trained to the same accuracy as the dense network they reside in.

Linear Mode Connectivity

NeurIPS 2020 NLC2CMD Competition: Translating Natural Language to Bash Commands

1 code implementation • 3 Mar 2021 • Mayank Agarwal, Tathagata Chakraborti, Quchen Fu, David Gros, Xi Victoria Lin, Jaron Maene, Kartik Talamadupula, Zhongwei Teng, Jules White

The NLC2CMD Competition hosted at NeurIPS 2020 aimed to bring the power of natural language processing to the command line.