Zay Maung Maung Aye

Scaling learning algorithms using locality sensitive hashing

Zay Maung Maung Aye

Thesis / Dissertation  |  2018

With increasing volumes of data, it is imperative that data analysis can appropriately scale. However, many common machine learnin..

Fast manifold landmarking using locality-sensitive hashing

ZMM Aye, BIP Rubinstein, K Ramamohanarao

Conference Proceedings  |  2018  |  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

© Springer International Publishing AG, part of Springer Nature 2018. Manifold landmarks can approximately represent the low-dimen..

Large Scale Metric Learning

Z Aye, R Kotagiri, B RUBINSTEIN

Conference Proceedings  |  2016  |  2016 International Joint Conference on Neural Networks (IJCNN)

Fast Trajectory Clustering using Hashing Methods

Ivan Sanchez, Zay Maung Maung Aye, Benjamin IP Rubinstein, Kotagiri Ramamohanarao

Conference Proceedings  |  2016  |  2016 International Joint Conference on Neural Networks (IJCNN)

Efficient spatio-temporal tactile object recognition with randomized tiling convolutional networks in a hierarchical fusion strategy

L Cao, R Kotagiri, F Sun, H Li, W Huang, ZMM Aye

Conference Proceedings  |  2016  |  30th AAAI Conference on Artificial Intelligence, AAAI 2016

© 2016, Association for the Advancement of Artificial Intelligence (www.aaai.org). All rights reserved. Robotic tactile recognitio..