Concepedia

Kaushalya Madhawa

KM

Statistics

Publications

6

Citations

250

H-Index

6

Active since

2016

Affiliations

Tokyo Institute of Technology(Current)

Kaushalya Madhawa is an author at Tokyo Institute of Technology specializing in data science, engineering, and graph processing.

Top concepts

EngineeringData ScienceGraph TheoryGraph ProcessingBiophysicsDeep LearningSystems BiologyComputer ScienceMachine LearningMolecular Design

Publications per year

2016–2024

6

Publications

6

GraphNVP: An Invertible Flow Model for Generating Molecular Graphs

Kaushalya Madhawa, Katushiko Ishiguro, Kosuke Nakago et al. · arXiv (Cornell University) · 2019 · 85 citations · Full text

Graph Representation Learning, Engineering, Molecular Biology +18

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 validation study of 96 participants and 421,045 epochs

Thomas Svensson, Kaushalya Madhawa, Hoang Nt et al. · Sleep Medicine · 2024 · 65 citations · Full text

GraphNVP: an Invertible Flow-based Model for Generating Molecular Graphs

Kaushalya Madhawa, Katsuhiko Ishiguro, Kosuke Nakago et al. · arXiv (Cornell University) · 2019 · 47 citations · Full text

Graph Representation Learning, Engineering, Molecular Biology +18

Active Learning for Node Classification: An Evaluation

Kaushalya Madhawa, Tsuyoshi Murata · Entropy · 2020 · 22 citations · Full text

Artificial Intelligence, Structured Prediction, Engineering +18

Towards Robust Compressed Convolutional Neural Networks

Arie Wahyu Wijayanto, Jun Jin Choong, Kaushalya Madhawa et al. · 2019 · 20 citations

Convolutional Neural Network, Machine Vision, Machine Learning +11

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