Search Results for author: Martin Abadi

Found 3 papers, 1 papers with code

Smart Choices and the Selection Monad

no code implementations17 Jul 2020 Martin Abadi, Gordon Plotkin

We define two small languages that support decision-making abstractions: one with choices and rewards, and the other additionally with probabilities.

Decision Making

A Simple Differentiable Programming Language

no code implementations11 Nov 2019 Martin Abadi, Gordon D. Plotkin

In order to study automatic differentiation in such programming contexts, we define a small but expressive programming language that includes a construct for reverse-mode differentiation.

Learning a Natural Language Interface with Neural Programmer

2 code implementations28 Nov 2016 Arvind Neelakantan, Quoc V. Le, Martin Abadi, Andrew McCallum, Dario Amodei

The main experimental result in this paper is that a single Neural Programmer model achieves 34. 2% accuracy using only 10, 000 examples with weak supervision.

Natural Language Queries Program induction +1

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