no code implementations • NeurIPS 2020 • Renhao Wang, Marjan Albooyeh, Siamak Ravanbakhsh
While using invariant and equivariant maps, it is possible to apply deep learning to a range of primitive data structures, a formalism for dealing with hierarchy is lacking.
no code implementations • Findings of the Association for Computational Linguistics 2020 • Marjan Albooyeh, Rishab Goel, Seyed Mehran Kazemi
Many important problems can be formulated as reasoning in knowledge graphs.
no code implementations • 5 Jun 2020 • Renhao Wang, Marjan Albooyeh, Siamak Ravanbakhsh
While using invariant and equivariant maps, it is possible to apply deep learning to a range of primitive data structures, a formalism for dealing with hierarchy is lacking.
1 code implementation • 28 Apr 2020 • Marjan Albooyeh, Rishab Goel, Seyed Mehran Kazemi
Many important problems can be formulated as reasoning in knowledge graphs.
no code implementations • ICML 2020 • Marjan Albooyeh, Daniele Bertolini, Siamak Ravanbakhsh
Sparse incidence tensors can represent a variety of structured data.