Inductive bias

Integrating inductive neural network learning and explanation-based learning

Sebastian Thrun, Tom M. Mitchell

Citations: 47 • 1993

On the Transfer of Inductive Bias from Simulation to the Real World: a New Disentanglement Dataset

Muhammad Waleed Gondal, Manuel Wüthrich, Djordje Miladinovic, Francesco Locatello, Martin Breidt, Valentin Volchkov, Joel Akpo, Olivier Bachem, Bernhard Schölkopf, Stefan Bauer

Citations: 41 • 2019

A Physics-Based Model Prior for Object-Oriented MDPs

Jonathan Scholz, Martin Levihn, Charles L. Isbell, David Wingate

Citations: 40 • 2014

On the Transfer of Inductive Bias from Simulation to the Real World: a New Disentanglement Dataset

Muhammad Waleed Gondal, Manuel Wüthrich, Đorđe Miladinović, Francesco Locatello, Martin Breidt, Valentin Volchkov, Joel Akpo, Olivier Bachem, Bernhard Schölkopf, Stefan Bauer

Citations: 30 • 2019

Integrating Non-monotonic Logical Reasoning and Inductive Learning With Deep Learning for Explainable Visual Question Answering

Heather Riley, Mohan Sridharan

Citations: 29 • 2019

Deconstructing the Inductive Biases of Hamiltonian Neural Networks

Nate Gruver, Marc Finzi, Samuel C. Stanton, Andrew Gordon Wilson

Citations: 14 • 2022

Disentangled Relational Representations for Explaining and Learning from\n Demonstration

Yordan Hristov, Daniel Angelov, Michael Burke, Alex Lascarides, Subramanian Ramamoorthy

Citations: 10 • 2019

Learning Visual Dynamics Models of Rigid Objects using Relational Inductive Biases

Fábio Ferreira, Lin Shao, Tamim Asfour, Jeannette Bohg

Citations: 3 • 2019

Qualitative Knowledge Driven Approach to Inductive Logic Programming

D.D.M. Ranasinghe, Asoka S. Karunananda

Citations: 2 • 2006

Logic, Probability and Learning, or an Introduction to Statistical Relational Learning

Luc De Raedt

Citations: 1 • 2008