Topological Data Analysis in Text Classification: Extracting Features with Additive Information

29 March 2020

Papers citing "Topological Data Analysis in Text Classification: Extracting Features with Additive Information"

10 / 10 papers shown

Title
PLLay: Efficient Topological Layer based on Persistence Landscapes Kwangho Kim Jisu Kim Manzil Zaheer Joon Sik Kim Frédéric Chazal Larry A. Wasserman 29 13 0 07 Feb 2020
On Characterizing the Capacity of Neural Networks using Algebraic Topology William H. Guss Ruslan Salakhutdinov 49 89 0 13 Feb 2018
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 103 2,874 0 12 Dec 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 176 9,924 0 15 Jul 2016
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 44 4,596 0 06 Jul 2016
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 133 37,815 0 09 Mar 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 316 149,474 0 22 Dec 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 212 33,445 0 16 Oct 2013
Sliding Windows and Persistence: An Application of Topological Methods to Signal Analysis Jose A. Perea J. Harer AI4TS 43 157 0 23 Jul 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 485 31,406 0 16 Jan 2013