Search Results for author: James Wallbridge

Found 4 papers, 2 papers with code

Geometry of Program Synthesis

no code implementations30 Mar 2021 James Clift, Daniel Murfet, James Wallbridge

We re-evaluate universal computation based on the synthesis of Turing machines.

Program Synthesis

Logic and the 2-Simplicial Transformer

1 code implementation ICLR 2020 James Clift, Dmitry Doryn, Daniel Murfet, James Wallbridge

We introduce the 2-simplicial Transformer, an extension of the Transformer which includes a form of higher-dimensional attention generalising the dot-product attention, and uses this attention to update entity representations with tensor products of value vectors.

Inductive Bias Logical Reasoning +2

Transformers for Limit Order Books

1 code implementation29 Feb 2020 James Wallbridge

We introduce a new deep learning architecture for predicting price movements from limit order books.

Logic and the $2$-Simplicial Transformer

no code implementations2 Sep 2019 James Clift, Dmitry Doryn, Daniel Murfet, James Wallbridge

We introduce the $2$-simplicial Transformer, an extension of the Transformer which includes a form of higher-dimensional attention generalising the dot-product attention, and uses this attention to update entity representations with tensor products of value vectors.

Inductive Bias Logical Reasoning +2

Cannot find the paper you are looking for? You can Submit a new open access paper.