2 citations · 2 across the 2 of their papers we have counts for
3 papers
cs.LG2023
Unit Scaling: Out-of-the-Box Low-Precision Training
Charlie Blake, Douglas Orr, Carlo Luschi
We present unit scaling, a paradigm for designing deep learning models that simplifies the use of low-precision number formats. Training in FP16 or the recently proposed FP8 format…
cs.LG2021★ 2 cited
Snowflake: Scaling GNNs to High-Dimensional Continuous Control via Parameter Freezing
Charlie Blake, Vitaly Kurin, Maximilian Igl +1
Recent research has shown that graph neural networks (GNNs) can learn policies for locomotion control that are as effective as a typical multi-layer perceptron (MLP), with superior…
cs.AI2019
The Winnability of Klondike Solitaire and Many Other Patience Games
Charlie Blake, Ian P. Gent
Our ignorance of the winnability percentage of the solitaire card game `Klondike' has been described as ``one of the embarrassments of applied mathematics''. Klondike, the game in…