🤖 Machine Learning Papers

Scholarly works matching "machine learning" in Crossref, sorted by the number of times other DOI-registered works cite them. Citation counts come from Crossref and are usually lower than Google Scholar figures.

500 top-cited papers indexed

Connectionist temporal classification

Alex Graves, Santiago Fernández et al. (2006)

Proceedings of the 23rd international conference on Machine learning - ICML '06

4.2K citesproceedings articlePDF

Individual differences in working memory and reading

Meredyth Daneman, Patricia A. Carpenter (1980)

Journal of Verbal Learning and Verbal Behavior

4.2K citesjournal articlePDF

Machine Learning in Medicine

Alvin Rajkomar, Jeffrey Dean et al. (2019)

New England Journal of Medicine

4.2K citesjournal articlePDF

Multimodal Machine Learning: A Survey and Taxonomy

Tadas Baltrusaitis, Chaitanya Ahuja et al. (2019)

IEEE Transactions on Pattern Analysis and Machine Intelligence

4.2K citesjournal articlePDF

Deep High-Resolution Representation Learning for Visual Recognition

Jingdong Wang, Ke Sun et al. (2021)

IEEE Transactions on Pattern Analysis and Machine Intelligence

4.2K citesjournal articlePDF

On combining classifiers

J. Kittler, M. Hatef et al. (1998)

IEEE Transactions on Pattern Analysis and Machine Intelligence

4.2K citesjournal articlePDF

Why there are complementary learning systems in the hippocampus and neocortex: Insights from the successes and failures of connectionist models of learning and memory.

James L. McClelland, Bruce L. McNaughton et al. (1995)

Psychological Review

4.2K citesjournal articlePDF

Morris water maze: procedures for assessing spatial and related forms of learning and memory

Charles V Vorhees, Michael T Williams (2006)

Nature Protocols

4.2K citesjournal articlePDF

Finite-time Analysis of the Multiarmed Bandit Problem

Peter Auer, Nicolò Cesa-Bianchi et al. (2002)

Machine Learning

4.1K citesjournal articlePDF

Deep Reinforcement Learning: A Brief Survey

Kai Arulkumaran, Marc Peter Deisenroth et al. (2017)

IEEE Signal Processing Magazine

4.1K citesjournal articlePDF

TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods

Gary S Collins, Karel G M Moons et al. (2024)

BMJ

4.1K citesjournal articlePDF

Context Encoders: Feature Learning by Inpainting

Deepak Pathak, Philipp Krahenbuhl et al. (2016)

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

4.0K citesproceedings articlePDF

From few to many: illumination cone models for face recognition under variable lighting and pose

A.S. Georghiades, P.N. Belhumeur et al. (2001)

IEEE Transactions on Pattern Analysis and Machine Intelligence

4.0K citesjournal articlePDF

Induction of Decision Trees

J.R. Quinlan (1986)

Machine Learning

4.1K citesjournal articlePDF

SoilGrids250m: Global gridded soil information based on machine learning

Tomislav Hengl, Jorge Mendes de Jesus et al. (2017)

PLOS ONE

4.0K citesjournal articlePDF