Machine learning

Statistical Learning Theory

Yuhai Wu, Vladimir Vapnik

引用数: 26957 • 1999

A new optimizer using particle swarm theory

R.C. Eberhart, James Kennedy

引用数: 14853 • 2002

TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

Martı́n Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo, Zhifeng Chen, Craig Citro, Gregory S. Corrado, Andy Davis, Jay B. Dean, Matthieu Devin, Sanjay Ghemawat, Ian Goodfellow, Andrew Harp, Geoffrey Irving, Michael Isard, Yangqing Jia, Rafał Józefowicz, Łukasz Kaiser, Manjunath Kudlur, Josh Levenberg, Dan Mané, Rajat Monga, Sherry Moore, Derek G. Murray, Chris Olah, Mike Schuster, Jonathon Shlens, Benoit Steiner, Ilya Sutskever, Kunal Talwar, Paul A. Tucker, Vincent Vanhoucke, Vijay Vasudevan, Fernanda Viégas, Oriol Vinyals, Pete Warden, Martin Wattenberg, Martin Wicke, Yuan Yu, Xiaoqiang Zheng

引用数: 9777 • 2016

Machine learning a probabilistic perspective

Kevin P. Murphy

引用数: 9328 • 2012

Review of deep learning: concepts, CNN architectures, challenges, applications, future directions

Laith Alzubaidi, Jinglan Zhang, Amjad J. Humaidi, Ayad Q. Al-Dujaili, Ye Duan, Omran Al-Shamma, José Santamaría, Mohammed A. Fadhel, Muthana Al‐Amidie, Laith Farhan

引用数: 7484 • 2021

Probabilistic graphical models : principles and techniques

Daniel L. Koller, Nir Friedman

引用数: 6456 • 2009

Swarm Intelligence

Eric Bonabeau, Marco Dorigo, Guy Théraulaz

引用数: 6404 • 1999

Deep Reinforcement Learning: A Brief Survey

Kai Arulkumaran, Marc Peter Deisenroth, Miles Brundage, Anil A. Bharath

引用数: 4261 • 2017

Efficient Processing of Deep Neural Networks: A Tutorial and Survey

Vivienne Sze, Yu‐Hsin Chen, Tien-Ju Yang, Joel Emer

引用数: 3979 • 2017

Reinforcement learning in robotics: A survey

Jens Kober, J. Andrew Bagnell, Jan Peters

引用数: 3055 • 2013

Continual lifelong learning with neural networks: A review

German I. Parisi, Ronald Kemker, Jose L. Part, Christopher Kanan, Stefan Wermter

引用数: 2977 • 2019

A Survey on Deep Transfer Learning

Chuanqi Tan, Fuchun Sun, Tao Kong, Wenchang Zhang, Chao Yang, Chunfang Liu

引用数: 2857 • 2018

Hierarchical Mixtures of Experts and the EM Algorithm

Michael I. Jordan, Robert A. Jacobs

引用数: 2632 • 1994

Deep Learning for 3D Point Clouds: A Survey

Yulan Guo, Hanyun Wang, Qingyong Hu, Hao Liu, Li Liu, Mohammed Bennamoun

引用数: 2225 • 2020

A Comprehensive Survey of Multiagent Reinforcement Learning

Lucian Buşoniu, Robert Babuška, Bart De Schutter

引用数: 2178 • 2008

Convolutional networks and applications in vision

Yann LeCun, Koray Kavukcuoglu, Clément Farabet

引用数: 2163 • 2010

A Critical Review of Recurrent Neural Networks for Sequence Learning

Zachary C. Lipton, John Berkowitz, Charles Elkan

引用数: 2093 • 2015

Temporal Convolutional Networks for Action Segmentation and Detection

Colin Lea, M. D. Flynn, Renè Vidal, Austin Reiter, Gregory D. Hager

引用数: 2028 • 2017

Probabilistic machine learning and artificial intelligence

Zoubin Ghahramani

引用数: 1967 • 2015

Central pattern generators for locomotion control in animals and robots: A review

Auke Jan Ijspeert

引用数: 1839 • 2008