Tag: Mathematics

AI Machine Learning & Data Science Popular Research

A Neural Network Solves, Grades & Generates University-Level Mathematics Problems by Program Synthesis

In the new paper A Neural Network Solves and Generates Mathematics Problems by Program Synthesis: Calculus, Differential Equations, Linear Algebra, and More, a research team from MIT, Columbia University, Harvard University and University of Waterloo proposes a neural network that can solve university-level mathematics problems via program synthesis.

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DeepMind AI Flunks High School Math Test

DeepMind trained and tested its neural model by first collecting a dataset consisting of different types of mathematics problems. Rather than crowd-sourcing, they synthesized the dataset to generate a larger number of training examples, control the difficulty level and reduce training time.