🤖 Machine Learning Papers

Multimedia Learning

Richard E. Mayer (2009)

All-optical machine learning using diffractive deep neural networks

Xing Lin, Yair Rivenson et al. (2018)

Science

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition

Francisco Ordóñez, Daniel Roggen (2016)

Sensors

Gaussian Processes in Machine Learning

Carl Edward Rasmussen (2004)

Lecture Notes in Computer Science

Deep learning with long short-term memory networks for financial market predictions

Thomas Fischer, Christopher Krauss (2018)

European Journal of Operational Research

Energy and Policy Considerations for Deep Learning in NLP

Emma Strubell, Ananya Ganesh et al. (2019)

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics

Recent advances and applications of machine learning in solid-state materials science

Jonathan Schmidt, Mário R. G. Marques et al. (2019)

npj Computational Materials

How the machine ‘thinks’: Understanding opacity in machine learning algorithms

Jenna Burrell (2016)

Big Data & Society

Competitive Hebbian learning through spike-timing-dependent synaptic plasticity

Sen Song, Kenneth D. Miller et al. (2000)

Nature Neuroscience

High confidence visual recognition of persons by a test of statistical independence

J.G. Daugman (1993)

IEEE Transactions on Pattern Analysis and Machine Intelligence

Supervised learning with quantum-enhanced feature spaces

Vojtěch Havlíček, Antonio D. Córcoles et al. (2019)

Nature

Predicting effects of noncoding variants with deep learning–based sequence model

Jian Zhou, Olga G Troyanskaya (2015)

Nature Methods

Semi-Supervised Learning

(2006)

Neural network-based face detection

H.A. Rowley, S. Baluja et al. (1998)

IEEE Transactions on Pattern Analysis and Machine Intelligence

Fears, phobias, and preparedness: Toward an evolved module of fear and fear learning.

Arne Öhman, Susan Mineka (2001)

Psychological Review