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Elliot Saba
Elliot Saba
Verified email at uw.edu
Title
Cited by
Cited by
Year
WiBreathe: Estimating respiration rate using wireless signals in natural settings in the home
R Ravichandran, E Saba, KY Chen, M Goel, S Gupta, SN Patel
2015 IEEE International Conference on Pervasive Computing and Communications …, 2015
1202015
A differentiable programming system to bridge machine learning and scientific computing
M Innes, A Edelman, K Fischer, C Rackauckas, E Saba, VB Shah, ...
arXiv preprint arXiv:1907.07587, 2019
1182019
Seismo: Blood pressure monitoring using built-in smartphone accelerometer and camera
EJ Wang, J Zhu, M Jain, TJ Lee, E Saba, L Nachman, SN Patel
Proceedings of the 2018 CHI conference on human factors in computing Systems …, 2018
762018
A longitudinal study of pressure sensing to infer real-world water usage events in the home
J Froehlich, E Larson, E Saba, T Campbell, L Atlas, J Fogarty, S Patel
International conference on pervasive computing, 50-69, 2011
742011
Spirocall: Measuring lung function over a phone call
M Goel, E Saba, M Stiber, E Whitmire, J Fromm, EC Larson, G Borriello, ...
Proceedings of the 2016 CHI conference on human factors in computing systems …, 2016
582016
Dante vision: In-air and touch gesture sensing for natural surface interaction with combined depth and thermal cameras
EN Saba, EC Larson, SN Patel
2012 IEEE International Conference on Emerging Signal Processing …, 2012
342012
Generalized physics-informed learning through language-wide differentiable programming
C Rackauckas, A Edelman, K Fischer, M Innes, E Saba, VB Shah, ...
172021
Techniques for cough sound analysis
E Saba
132018
Automatic full compilation of Julia programs and ML models to cloud TPUs
K Fischer, E Saba
arXiv preprint arXiv:1810.09868, 2018
122018
Pulmonary monitoring using smartphones
EC Larson, E Saba, S Kaiser, M Goel, SN Patel
Mobile health, 239-264, 2017
102017
Composing modeling and simulation with machine learning in Julia
C Rackauckas, R Anantharaman, A Edelman, S Gowda, M Gwozdz, ...
arXiv preprint arXiv:2105.05946, 2021
92021
A differentiable programming system to bridge machine learning and scientific computing (2019)
M Innes, A Edelman, K Fischer, C Rackauckas, E Saba, VB Shah, ...
arXiv preprint arXiv:1907.07587, 1907
71907
Fashionable modelling with flux. CoRR abs/1811.01457 (2018)
M Innes, E Saba, K Fischer, D Gandhi, MC Rudilosso, NM Joy, T Karmali, ...
arXiv preprint arXiv:1811.01457, 2018
52018
Flux: Julia machine learning library
M Innes, E Saba, K Fischer, D Gandhi, M Concetto Rudilosso, ...
Astrophysics Source Code Library, ascl: 2110.015, 2021
22021
SciML/DifferentialEquations. jl: v6. 15.0
C Rackauckas, A Singhvi, Y Ma, M Hatherly, SP Jones, C Caine, E Saba, ...
22020
Composable and Reusable Neural Surrogates to Predict System Response of Causal Model Components
R Anantharaman, A Abdelrehim, F Martinuzzi, S Yalburgi, E Saba, ...
AAAI 2022 Workshop on AI for Design and Manufacturing (ADAM), 2021
12021
A Fresh Look at Functional Connectivity Analysis
E Saba
2014
Effortless Machine Learning on TPUs with Julia
K Fischer, E Saba
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Articles 1–18