🤖 Machine Learning Papers

DeepWalk

Bryan Perozzi, Rami Al-Rfou et al. (2014)

Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining

A Cluster Separation Measure

David L. Davies, Donald W. Bouldin (1979)

IEEE Transactions on Pattern Analysis and Machine Intelligence

UNet++: A Nested U-Net Architecture for Medical Image Segmentation

Zongwei Zhou, Md Mahfuzur Rahman Siddiquee et al. (2018)

Lecture Notes in Computer Science

Q-learning

Christopher J. C. H. Watkins, Peter Dayan (1992)

Machine Learning

An Introduction to Support Vector Machines and Other Kernel-based Learning Methods

Nello Cristianini, John Shawe-Taylor (2000)

Gaussian Processes for Machine Learning

Carl Edward Rasmussen, Christopher K. I. Williams (2005)

Learning Spatiotemporal Features with 3D Convolutional Networks

Du Tran, Lubomir Bourdev et al. (2015)

2015 IEEE International Conference on Computer Vision (ICCV)

A training algorithm for optimal margin classifiers

Bernhard E. Boser, Isabelle M. Guyon et al. (1992)

Proceedings of the fifth annual workshop on Computational learning theory

Organizational Learning

C. Marlene Fiol, Marjorie A. Lyles (1985)

The Academy of Management Review

Active learning increases student performance in science, engineering, and mathematics

Scott Freeman, Sarah L. Eddy et al. (2014)

Proceedings of the National Academy of Sciences

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

Laith Alzubaidi, Jinglan Zhang et al. (2021)

Journal of Big Data

Learning long-term dependencies with gradient descent is difficult

Y. Bengio, P. Simard et al. (1994)

IEEE Transactions on Neural Networks

Fully Convolutional Networks for Semantic Segmentation

Evan Shelhamer, Jonathan Long et al. (2017)

IEEE Transactions on Pattern Analysis and Machine Intelligence

Situated Cognition and the Culture of Learning

John Seely Brown, Allan Collins et al. (1989)

Educational Researcher

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

Varun Gulshan, Lily Peng et al. (2016)

JAMA