Exact and Approximate Sampling by Systematic Stochastic Search. - Vikash Mansinghka 001; Daniel M. Roy 001; Eric Jonas; Joshua B. Tenenbaum (AISTATS, 2009)

Scaling Nonparametric Bayesian Inference via Subsample-Annealing. - Fritz Obermeyer; Jonathan Glidden; Eric Jonas (AISTATS, 2014)

Building fast Bayesian computing machines out of intentionally stochastic, digital parts. - Vikash Mansinghka 001; Eric Jonas (CoRR, 2014)

Towards Machine Learning on the Automata Processor. - Tommy Tracy II; Yao Fu; Indranil Roy; Eric Jonas; Paul Glendenning (ISC, 2016)

CrossCat: A Fully Bayesian Nonparametric Method for Analyzing Heterogeneous, High Dimensional Data. - Vikash Mansinghka 001; Patrick Shafto; Eric Jonas; Cap Petschulat; Max Gasner; Joshua B. Tenenbaum (J. Mach. Learn. Res., 2016)

Occupy the cloud: distributed computing for the 99%. - Eric Jonas; Qifan Pu; Shivaram Venkataraman; Ion Stoica; Benjamin Recht (SoCC, 2017)

Occupy the Cloud: Distributed Computing for the 99%. - Eric Jonas; Shivaram Venkataraman; Ion Stoica; Benjamin Recht (CoRR, 2017)

Flare Prediction Using Photospheric and Coronal Image Data. - Eric Jonas; Monica G. Bobra; Vaishaal Shankar; J. Todd Hoeksema; Benjamin Recht (CoRR, 2017)

Could a Neuroscientist Understand a Microprocessor? - Eric Jonas; Konrad Paul Körding (PLoS Comput. Biol., 2017)

numpywren: serverless linear algebra. - Vaishaal Shankar; Karl Krauth; Qifan Pu; Eric Jonas; Shivaram Venkataraman; Ion Stoica; Benjamin Recht; Jonathan Ragan-Kelley (CoRR, 2018)

Deep imitation learning for molecular inverse problems. - Eric Jonas (NeurIPS, 2019)

Ambitious Data Science Can Be Painless. - Hatef Monajemi; Riccardo Murri; Eric Jonas; Percy Liang; Victoria Stodden; David L. Donoho (CoRR, 2019)

Cloud Programming Simplified: A Berkeley View on Serverless Computing. - Eric Jonas; Johann Schleier-Smith; Vikram Sreekanti; Chia-Che Tsai; Anurag Khandelwal; Qifan Pu; Vaishaal Shankar; João Carreira; Karl Krauth; Neeraja Jayant Yadwadkar; Joseph E. Gonzalez; Raluca Ada Popa; et al. (CoRR, 2019)

Rapid prediction of NMR spectral properties with quantified uncertainty. - Eric Jonas; Stefan Kuhn 001 (J. Cheminformatics, 2019)

Serverless linear algebra. - Vaishaal Shankar; Karl Krauth; Kailas Vodrahalli; Qifan Pu; Benjamin Recht; Ion Stoica; Jonathan Ragan-Kelley; Eric Jonas; Shivaram Venkataraman (SoCC, 2020)