Incremental Learning for Personalized Recommender Systems

Incremental Learning for Personalized Recommender Systems

13 August 2021

Papers citing "Incremental Learning for Personalized Recommender Systems"

13 / 13 papers shown

Title
Lambda Learner: Fast Incremental Learning on Data Streams R. Ramanath Konstantin Salomatin Jeffrey Gee Kirill Talanine Onkar Dalal Gungor Polatkan S. Smoot Deepak Kumar 19 9 0 11 Oct 2020
Limitations of the Empirical Fisher Approximation for Natural Gradient Descent Frederik Kunstner Lukas Balles Philipp Hennig 58 212 0 29 May 2019
Efficient Lifelong Learning with A-GEM Arslan Chaudhry MarcÁurelio Ranzato Marcus Rohrbach Mohamed Elhoseiny CLL 170 1,438 0 02 Dec 2018
End-to-End Incremental Learning F. M. Castro M. Marín-Jiménez Nicolás Guil Mata Cordelia Schmid Alahari Karteek CLL 70 1,149 0 25 Jul 2018
Continual Lifelong Learning with Neural Networks: A Review G. I. Parisi Ronald Kemker Jose L. Part Christopher Kanan S. Wermter KELM CLL 121 2,854 0 21 Feb 2018
Lifelong Learning with Dynamically Expandable Networks Jaehong Yoon Eunho Yang Jeongtae Lee Sung Ju Hwang CLL 81 1,214 0 04 Aug 2017
Gradient Episodic Memory for Continual Learning David Lopez-Paz MarcÁurelio Ranzato VLM CLL 72 2,684 0 26 Jun 2017
Overcoming catastrophic forgetting in neural networks J. Kirkpatrick Razvan Pascanu Neil C. Rabinowitz J. Veness Guillaume Desjardins ... A. Grabska-Barwinska Demis Hassabis Claudia Clopath D. Kumaran R. Hadsell CLL 265 7,410 0 02 Dec 2016
Learning without Forgetting Zhizhong Li Derek Hoiem CLL OOD SSL 241 4,357 0 29 Jun 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 844 149,474 0 22 Dec 2014
New insights and perspectives on the natural gradient method James Martens ODL 54 613 0 03 Dec 2014
An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks Ian Goodfellow M. Berk Mirza Xia Da Aaron Courville Yoshua Bengio 130 1,428 0 21 Dec 2013
Revisiting Natural Gradient for Deep Networks Razvan Pascanu Yoshua Bengio ODL 95 388 0 16 Jan 2013