Invariant Models for Causal Transfer Learning [PDF]
, 2018 Methods of transfer learning try to combine knowledge from several related tasks (or domains) to improve performance on a test task. Inspired by causal methodology, we relax the usual covariate shift assumption and assume that it holds true for a subset ...
Peters, Jonas +3 more
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Random Field Induced Order in Low Dimension I
, 2012 Consider the classical XY model in a weak random external field pointing along the Y axis with strength $\epsilon$. We prove that the model defined on $\Z^3$ with nearest neighbor coupling exhibits residual magnetic order in the horizontal direction for ...
Crawford, Nicholas
core +2 more sources
Encoding Proofs in Dedukti: the case of Coq proofs [PDF]
, 2016 International audienceA main ambition of the Inria project Dedukti is to serve as a common language for representing and type checking proof objects originating from other proof systems.
Assaf, Ali +3 more
core +2 more sources
Knapsack based Optimal Policies for Budget-Limited Multi-Armed Bandits
, 2012 In budget-limited multi-armed bandit (MAB) problems, the learner's actions are costly and constrained by a fixed budget. Consequently, an optimal exploitation policy may not be to pull the optimal arm repeatedly, as is the case in other variants of MAB ...
Chapman, Archie +3 more
core
Selecting Some Variables to Update-Based Algorithm for Solving Optimization Problems. [PDF]
Sensors (Basel), 2022 Dehghani M, Trojovský P.
europepmc +1 more source
On the accurate long-time solution of the wave equation in exterior domains: Asymptotic expansions and corrected boundary conditions [PDF]
We consider the solution of scattering problems for the wave equation using approximate boundary conditions at artificial boundaries. These conditions are explicitly viewed as approximations to an exact boundary condition satisfied by the solution on the
Hagstrom, Thomas +2 more
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Golf Optimization Algorithm: A New Game-Based Metaheuristic Algorithm and Its Application to Energy Commitment Problem Considering Resilience. [PDF]
Biomimetics (Basel), 2023 Montazeri Z +5 more
europepmc +1 more source
A Novel Multi-Objective Binary Chimp Optimization Algorithm for Optimal Feature Selection: Application of Deep-Learning-Based Approaches for SAR Image Classification. [PDF]
Sensors (Basel), 2023 Sadeghi F +4 more
europepmc +1 more source
OOBO: A New Metaheuristic Algorithm for Solving Optimization Problems. [PDF]
Biomimetics (Basel), 2023 Dehghani M +3 more
europepmc +1 more source
Discovery of Dual Aβ/Tau Inhibitors and Evaluation of Their Therapeutic Effect on a Drosophila Model of Alzheimer's Disease. [PDF]
ACS Chem Neurosci, 2022 Gandini A +14 more
europepmc +1 more source