Product Manifold Representations for Learning on Biological Pathways

Product Manifold Representations for Learning on Biological Pathways

27 January 2024

Papers citing "Product Manifold Representations for Learning on Biological Pathways"

15 / 15 papers shown

Title
Mixed-Curvature Decision Trees and Random Forests Philippe Chlenski Quentin Chu I. Pe’er 46 1 0 07 Jun 2024
Coneheads: Hierarchy Aware Attention Albert Tseng Tao Yu Toni J.B. Liu Chris De Sa 3DPC 61 6 0 01 Jun 2023
Hyperbolic Image-Text Representations Karan Desai Maximilian Nickel Tanmay Rajpurohit Justin Johnson Ramakrishna Vedantam VLM 68 58 0 18 Apr 2023
Graph algorithms for predicting subcellular localization at the pathway level Chris S. Magnano A. Gitter GNN 90 5 0 12 Dec 2022
Heterogeneous manifolds for curvature-aware graph embedding Francesco Di Giovanni Giulia Luise M. Bronstein 88 23 0 02 Feb 2022
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 242 42,038 0 03 Dec 2019
Constant Curvature Graph Convolutional Networks Gregor Bachmann Gary Bécigneul O. Ganea GNN 58 135 0 12 Nov 2019
Hyperbolic Graph Convolutional Neural Networks Ines Chami Rex Ying Christopher Ré J. Leskovec GNN 87 643 0 28 Oct 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 312 8,441 0 03 Jan 2019
Riemannian Adaptive Optimization Methods Gary Bécigneul O. Ganea ODL 85 254 0 01 Oct 2018
Hyperbolic Neural Networks O. Ganea Gary Bécigneul Thomas Hofmann 50 593 0 23 May 2018
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 62 1,290 0 22 May 2017
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 152 10,825 0 03 Jul 2016
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 291 33,445 0 16 Oct 2013
Stochastic gradient descent on Riemannian manifolds Silvere Bonnabel 74 589 0 22 Nov 2011