84 citations · 171 across the 10 of their papers we have counts for
10 papers
On Heterogeneous Treatment Effects in Heterogeneous Causal Graphs
Richard A Watson, Hengrui Cai, Xinming An +2
Heterogeneity and comorbidity are two interwoven challenges associated with various healthcare problems that greatly hampered research on developing effective treatment and underst…
Type Ia Supernova Models: Asymmetric Remnants and Supernova Remnant G1.9+0.3
Alice G. Stone, Heather T. Johnson, John M. Blondin +5
The youngest Galactic supernova remnant G1.9+0.3, probably the result of a Type Ia supernova, shows surprising anomalies in the distribution of its ejecta in space and velocity. In…
Deep Optimisation: Solving Combinatorial Optimisation Problems using Deep Neural Networks
J. R. Caldwell, R. A. Watson, C. Thies +1
Deep Optimisation (DO) combines evolutionary search with Deep Neural Networks (DNNs) in a novel way - not for optimising a learning algorithm, but for finding a solution to an opti…
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities
Joel Lehman, Jeff Clune, Dusan Misevic +50
Biological evolution provides a creative fount of complex and subtle adaptations, often surprising the scientists who discover them. However, because evolution is an algorithmic pr…
Resolving the paradox of evolvability with learning theory: How evolution learns to improve evolvability on rugged fitness landscapes
Loizos Kounios, Jeff Clune, Kostas Kouvaris +4
It has been hypothesized that one of the main reasons evolution has been able to produce such impressive adaptations is because it has improved its own ability to evolve -- "the ev…
How Evolution Learns to Generalise: Principles of under-fitting, over-fitting and induction in the evolution of developmental organisation
Kostas Kouvaris, Jeff Clune, Louis Kounios +2
One of the most intriguing questions in evolution is how organisms exhibit suitable phenotypic variation to rapidly adapt in novel selective environments which is crucial for evolv…