41 citations · 47 across the 5 of their papers we have counts for
5 papers
Multi-task Causal Learning with Gaussian Processes
Virginia Aglietti, Theodoros Damoulas, Mauricio Álvarez +1
This paper studies the problem of learning the correlation structure of a set of intervention functions defined on the directed acyclic graph (DAG) of a causal model. This is usefu…
Structure Mapping for Transferability of Causal Models
Purva Pruthi, Javier González, Xiaoyu Lu +1
Human beings learn causal models and constantly use them to transfer knowledge between similar environments. We use this intuition to design a transfer-learning framework using obj…
On expansions of non-abelian free groups by cosets of a finite index subgroup
Javier de la Nuez González
Let be a finitely generated non-abelian free group and a finite quotient. Denote by the language obtained by adding unary predicates , to the language o…
Bayesian Optimization for Synthetic Gene Design
Javier González, Joseph Longworth, David C. James +1
We address the problem of synthetic gene design using Bayesian optimization. The main issue when designing a gene is that the design space is defined in terms of long strings of ch…
Level Sets Based Distances for Probability Measures and Ensembles with Applications
Alberto Muñoz, Gabriel Martos, Javier González
In this paper we study Probability Measures (PM) from a functional point of view: we show that PMs can be considered as functionals (generalized functions) that belong to some func…