Eric Jonas
Eric Jonas
Assistant Professor, UChicago CS
Verified email at - Homepage
Cited by
Cited by
Occupy the cloud: Distributed computing for the 99%
E Jonas, Q Pu, S Venkataraman, I Stoica, B Recht
Proceedings of the 2017 symposium on cloud computing, 445-451, 2017
Cloud programming simplified: A berkeley view on serverless computing
E Jonas, J Schleier-Smith, V Sreekanti, CC Tsai, A Khandelwal, Q Pu, ...
arXiv preprint arXiv:1902.03383, 2019
Could a neuroscientist understand a microprocessor?
E Jonas, KP Kording
PLoS computational biology 13 (1), e1005268, 2017
3D imaging in volumetric scattering media using phase-space measurements
HY Liu, E Jonas, L Tian, J Zhong, B Recht, L Waller
Optics express 23 (11), 14461-14471, 2015
DeepLoco: fast 3D localization microscopy using neural networks
N Boyd, E Jonas, H Babcock, B Recht
BioRxiv, 267096, 2018
Flare prediction using photospheric and coronal image data
E Jonas, M Bobra, V Shankar, J Todd Hoeksema, B Recht
Solar Physics 293 (3), 1-22, 2018
Towards machine learning on the automata processor
T Tracy, Y Fu, I Roy, E Jonas, P Glendenning
International Conference on High Performance Computing, 200-218, 2016
Rapid prediction of NMR spectral properties with quantified uncertainty
E Jonas, S Kuhn
Journal of Cheminformatics 11, 2019
Automatic discovery of cell types and microcircuitry from neural connectomics
E Jonas, K Kording
Elife 4, e04250, 2015
Numpywren: Serverless linear algebra
V Shankar, K Krauth, Q Pu, E Jonas, S Venkataraman, I Stoica, B Recht, ...
arXiv preprint arXiv:1810.09679, 2018
CrossCat: a fully bayesian nonparametric method for analyzing heterogeneous, high dimensional data
V Mansinghka, P Shafto, E Jonas, C Petschulat, M Gasner, ...
MIT Press, 2016
Stochastic digital circuits for probabilistic inference
VK Mansinghka, EM Jonas, JB Tenenbaum
Massachussets Institute of Technology, Technical Report MITCSAIL-TR 2069, 2008
Building fast bayesian computing machines out of intentionally stochastic, digital parts
V Mansinghka, E Jonas
arXiv preprint arXiv:1402.4914, 2014
Stochastic architectures for probabilistic computation
EM Jonas
Massachusetts Institute of Technology, 2014
Cross-categorization: A method for discovering multiple overlapping clusterings
VK Mansinghka, E Jonas, C Petschulat, B Cronin, P Shafto, ...
Nonparametric Bayes Workshop at NIPS, 2009
Exact and approximate sampling by systematic stochastic search
V Mansinghka, D Roy, E Jonas, J Tenenbaum
Artificial Intelligence and Statistics, 400-407, 2009
Deep imitation learning for molecular inverse problems
E Jonas
Advances in Neural Information Processing Systems, 2019
Scaling nonparametric bayesian inference via subsample-annealing
F Obermeyer, J Glidden, E Jonas
Artificial Intelligence and Statistics, 696-705, 2014
Ambitious data science can be painless
H Monajemi, R Murri, E Jonas, P Liang, V Stodden, DL Donoho
arXiv preprint arXiv:1901.08705, 2019
Prediction of chemical shift in NMR: A review
E Jonas, S Kuhn, N Schlörer
Magnetic Resonance in Chemistry, 2021
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