… In this paper we overview recent developments on factorized databases, which are … database,
a factorized join result can be computed in linear time (modulo a log factor in the database …

In this paper, we overview recent contributions on in-database analytics for a class of optimization
problems that are important for LogicBlox retail-planning and forecasting applications […

… factorized view on the input database. The output of this step is a matrix of reals whose
dimensions only depend on the arity of the view and is independent of the database … factorized …

… In this paper, we rely on factorized databases to compute and represent join … databases
by example and refer to the literature [5, 4, 28] for a rigorous treatment. Factorized databases …

… In this paper we have demonstrated how a factorized model based on the RESCAL approach
can lead to a very efficient representation of the probabilistic database and also can be …

… algorithms for linear regression and factorization machines can be scaled to predictor … [12]
which is a generic factorization model including among others matrix factorization [17], …

… can be enumerated with constant delay over factorized databases. Paris Koutris (University
of … -delay enumeration result from factorized databases to general circuits in decomposable …

… cial, we propose adaptive factorization, shifting the decision to use factorization from the …
to database systems, explaining their purpose and the various types of databases that exist. …

… n denoting the number of tuples in the database, we guarantee for acyclic full … factorized
representation of the query output, which is constructed on-the-fly for a given query and database…

… factorization in a single operator, or only in very specialised cases. Instead, we present a
system that uses factorization at its core: the factorized … that makes use of factorization during its …