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Kaushalya Madhawa
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Year
GraphNVP: An Invertible Flow Model for Generating Molecular Graphs
K Madhawa, K Ishiguro, K Nakago, M Abe
arXiv preprint arXiv:1905.11600, 2019
1772019
Active learning for node classification: An evaluation
K Madhawa, T Murata
Entropy 22 (10), 1164, 2020
322020
Big data to improve urban planning
R Samarajiva, S Lokanathan, K Madhawa, G Kreindler, D Maldeniya
Economic and Political Weekly, 42-48, 2015
312015
Towards robust compressed convolutional neural networks
AW Wijayanto, JJ Choong, K Madhawa, T Murata
2019 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2019
202019
A multi-armed bandit approach for exploring partially observed networks
K Madhawa, T Murata
Applied Network Science 4, 1-18, 2019
112019
Dengue propagation prediction using human mobility
M Abeyrathna, DA Abeygunawrdane, R Wijesundara, VB Mudalige, ...
2016 Moratuwa Engineering Research Conference (MERCon), 156-161, 2016
102016
Using mobile network big data for land use classification
K Madhawa, S Lokanathan, D Maldeniya, R Samarajiva
Communication Policy Research South Conference, 2015
72015
Where did you come from?: where did you go?; robust policy relevant evidence from mobile network big data
D Maldeniya, A Kumarage, S Lokanathan, G Kreindler, K Madhawa
LIRNEasia, Colombo, LK, 2015
72015
Metal: Active semi-supervised learning on graphs via meta-learning
K Madhawa, T Murata
Asian Conference on Machine Learning, 561-576, 2020
62020
GraphNVP: an invertible flow model for generating molecular graphs (2019)
K Madhawa, K Ishiguro, K Nakago, M Abe
arXiv preprint arXiv:1905.11600, 2019
52019
Active Learning on Graphs via Meta Learning
K Madhawa, T Murata
Graph Representation Learning and Beyond Workshop, ICML 2020, 2020
42020
GraphNVP: An Invertible Flow-Based Model for Generating Molecular Graphs
K Madhawa, K Ishiguro, K Nakago, M Abe
42019
Robustness of Compressed Convolutional Neural Networks
K Madhawa, CJ Jin, AW Wijayanto, T Murata
2018 IEEE International Conference on Big Data (Big Data), 4829-4836, 2018
4*2018
A robust algorithm for determining the newsworthiness of microblogs
PKK Madhawa, AS Atukorale
2015 Fifteenth International Conference on Advances in ICT for Emerging …, 2015
42015
Exploring Partially Observed Networks with Nonparametric Bandits
K Madhawa, T Murata
International Conference on Complex Networks and their Applications, 158-168, 2018
32018
Validity and reliability of the Oura Ring Generation 3 (Gen3) with Oura sleep staging algorithm 2.0 (OSSA 2.0) when compared to multi-night ambulatory polysomnography: A …
T Svensson, K Madhawa, NT Hoang, U Chung, AK Svensson
Sleep Medicine 115, 251-263, 2024
22024
Understanding communities using mobile network big data
K Madhawa, R SAMARAJIVA, S LOKANATHAN, D Maldeniya
22015
Land use classification using call detail records
K Madhawa, S Lokanathan, D Maldeniya, R Samarajiva
NetMob 2015, 2015
12015
Deep Geometric Framework to Predict Antibody-Antigen Binding Affinity
NS Bandara, D Premathilaka, S Chandanayake, S Hettiarachchi, ...
bioRxiv, 2024.06. 09.598103, 2024
2024
Image diagnosis support device, image diagnosis support method, and image diagnosis support program
Kaushalya Madhawa, Yuu Jinnai, Takashi Azuma
JP Patent JP 2023-178791 A, 2023
2023
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