Discovering causal relations and equations from data
Physics is a field of science that has traditionally used the scientific method to answer
questions about why natural phenomena occur and to make testable models that explain the …
questions about why natural phenomena occur and to make testable models that explain the …
Autonomous discovery in the chemical sciences part I: Progress
This two‐part Review examines how automation has contributed to different aspects of
discovery in the chemical sciences. In this first part, we describe a classification for …
discovery in the chemical sciences. In this first part, we describe a classification for …
Dreamcoder: Bootstrapping inductive program synthesis with wake-sleep library learning
We present a system for inductive program synthesis called DreamCoder, which inputs a
corpus of synthesis problems each specified by one or a few examples, and automatically …
corpus of synthesis problems each specified by one or a few examples, and automatically …
[图书][B] Post-truth: Knowledge as a power game
S Fuller - 2018 - rivisteweb.it
L'Oxford English Dictionary ha eletto «posttruth» neologismo dell'anno del 2016, in
concomitanza con la crisi politico-culturale del Brexit e l'insediamento di Trump alla Casa …
concomitanza con la crisi politico-culturale del Brexit e l'insediamento di Trump alla Casa …
Building machines that learn and think like people
Recent progress in artificial intelligence has renewed interest in building systems that learn
and think like people. Many advances have come from using deep neural networks trained …
and think like people. Many advances have come from using deep neural networks trained …
[图书][B] The artist in the machine: The world of AI-powered creativity
AI Miller - 2019 - books.google.com
An authority on creativity introduces us to AI-powered computers that are creating art,
literature, and music that may well surpass the creations of humans. Today's computers are …
literature, and music that may well surpass the creations of humans. Today's computers are …
DreamCoder: growing generalizable, interpretable knowledge with wake–sleep Bayesian program learning
Expert problem-solving is driven by powerful languages for thinking about problems and
their solutions. Acquiring expertise means learning these languages—systems of concepts …
their solutions. Acquiring expertise means learning these languages—systems of concepts …
Probability of discoveries between research fields to explain scientific and technological change
M Coccia - Technology in Society, 2022 - Elsevier
One of the fundamental problems in science is the understanding of discovery and
innovation process to explain scientific and technological change in society. The study …
innovation process to explain scientific and technological change in society. The study …
Machine learning as a tool for hypothesis generation
J Ludwig, S Mullainathan - The Quarterly Journal of Economics, 2024 - academic.oup.com
While hypothesis testing is a highly formalized activity, hypothesis generation remains
largely informal. We propose a systematic procedure to generate novel hypotheses about …
largely informal. We propose a systematic procedure to generate novel hypotheses about …