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 | 227 | 2019 |
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 | 150 | 2015 |
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 | 129 | 2018 |
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 | 83 | 2016 |
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 Pervasive Computing: 9th International Conference, Pervasive 2011, San …, 2011 | 83 | 2011 |
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 | 41 | 2012 |
Generalized physics-informed learning through language-wide differentiable programming C Rackauckas, A Edelman, K Fischer, M Innes, E Saba, VB Shah, ... | 40 | 2021 |
Juliastats/mixedmodels. jl: v4. 0.0 D Bates, P Alday, D Kleinschmidt, P José Bayoán Santiago Calderón, ... Zenodo. doi 10, 2021 | 24 | 2021 |
Composing modeling and simulation with machine learning in Julia C Rackauckas, M Gwozdz, A Jain, Y Ma, F Martinuzzi, U Rajput, E Saba, ... 2022 Annual Modeling and Simulation Conference (ANNSIM), 1-17, 2022 | 22 | 2022 |
Automatic full compilation of Julia programs and ML models to cloud TPUs K Fischer, E Saba arXiv preprint arXiv:1810.09868, 2018 | 15 | 2018 |
Pulmonary monitoring using smartphones EC Larson, E Saba, S Kaiser, M Goel, SN Patel Mobile Health: Sensors, Analytic Methods, and Applications, 239-264, 2017 | 14 | 2017 |
Fashionable modelling with flux (2018) M Innes, E Saba, K Fischer, D Gandhi, MC Rudilosso, NM Joy, T Karmali, ... arXiv preprint arXiv:1811.01457, 1811 | 14 | 1811 |
Techniques for cough sound analysis E Saba | 13 | 2018 |
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 | 13 | 1907 |
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, 1811 | 13 | 1811 |
A differentiable programming system to bridge machine learning and scientific computing, arXiv M Innes, A Edelman, K Fischer, C Rackauckas, E Saba, VB Shah, ... arXiv preprint arXiv:1907.07587, 2019 | 11 | 2019 |
Fashionable Modelling with Flux, CoRR, abs/1811.01457 M Innes, E Saba, K Fischer, D Gandhi, MC Rudilosso, NM Joy, T Karmali, ... | 7 | 1811 |
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 | 6 | 2021 |
CoRR abs/1811.01457 (2018) M Innes, E Saba, K Fischer, D Gandhi, MC Rudilosso, NM Joy, T Karmali, ... arXiv preprint arXiv:1811.01457, 0 | 6 | |
A differentiable programming system to bridge machine learning and scientific computing. doi: 10.48550 M Innes, A Edelman, K Fischer, C Rackauckas, E Saba, VB Shah, ... arXiv, 1907 | 5 | 1907 |