Sotabase

Career

· Software Engineer, Valve

Publications (0)

A Differentiable Programming System to Bridge Machine Learning and Scientific Computing
arXiv.org · 2019
204
cited
Fashionable Modelling with Flux
arXiv.org · 2018
178
cited
WiBreathe: Estimating respiration rate using wireless signals in natural settings in the home
Annual IEEE International Conference on Pervasive Computing and Communications · 2015
118
cited
Seismo: Blood Pressure Monitoring using Built-in Smartphone Accelerometer and Camera
International Conference on Human Factors in Computing Systems · 2018
109
cited
SpiroCall: Measuring Lung Function over a Phone Call
International Conference on Human Factors in Computing Systems · 2016
75
cited
A Longitudinal Study of Pressure Sensing to Infer Real-World Water Usage Events in the Home
International Conference on Pervasive Computing · 2011
71
cited
Dante vision: In-air and touch gesture sensing for natural surface interaction with combined depth and thermal cameras
2012 IEEE International Conference on Emerging Signal Processing Applications · 2012
35
cited
Generalized Physics-Informed Learning through Language-Wide Differentiable Programming
AAAI Spring Symposium: MLPS · 2020
25
cited
Composing Modeling And Simulation With Machine Learning In Julia
Annual Modeling and Simulation Conference · 2021
21
cited
Automatic Full Compilation of Julia Programs and ML Models to Cloud TPUs
arXiv.org · 2018
20
cited
Pulmonary Monitoring Using Smartphones
Mobile Health - Sensors, Analytic Methods, and Applications · 2017
11
cited
Techniques for Cough Sound Analysis
2018
8
cited
GiovineItalia/Gadfly.jl: v1.3.4
2021
4
cited
Blind Adaptive Beamforming of Narrowband Signals using an Uncalibrated Antenna-Array by Machine Learning
IEEE International Symposium on Phased Array Systems and Technology · 2022
3
cited
Composable and Reusable Neural Surrogates to Predict System Response of Causal Model Components
2022
3
cited
0.3.0 Release Candidate 4
2014
0.3 Release Candidate 2
2014
0.3 Release Candidate 3
2014
A Fresh Look at Functional Connectivity Analysis
2014
Calibrating Reception Characteristics of Antenna Elements and RF-Frontend Within a Phased Array Using Machine Learning Techniques
2024 IEEE International Symposium on Phased Array Systems and Technology (ARRAY) · 2024
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