Eric Jonas

According to our database, Eric Jonas authored at least 16 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Rotation-Invariant Random Features Provide a Strong Baseline for Machine Learning on 3D Point Clouds.

Owen Melia, Eric Jonas, Rebecca Willett

CoRR, 2023

2020

Serverless linear algebra.

Vaishaal Shankar, Karl Krauth, Kailas Vodrahalli, Qifan Pu, Benjamin Recht, Ion Stoica, Jonathan Ragan-Kelley, Eric Jonas, Shivaram Venkataraman

Proceedings of the SoCC '20: ACM Symposium on Cloud Computing, 2020

2019

Rapid prediction of NMR spectral properties with quantified uncertainty.

Eric Jonas, Stefan Kuhn

J. Cheminformatics, 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, Ion Stoica, David A. Patterson

CoRR, 2019

Ambitious Data Science Can Be Painless.

Hatef Monajemi, Riccardo Murri, Eric Jonas, Percy Liang, Victoria Stodden, David L. Donoho

CoRR, 2019

Deep imitation learning for molecular inverse problems.

Eric Jonas

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

numpywren: serverless linear algebra.

Vaishaal Shankar, Karl Krauth, Qifan Pu, Eric Jonas, Shivaram Venkataraman, Ion Stoica, Benjamin Recht, Jonathan Ragan-Kelley

CoRR, 2018

2017

Could a Neuroscientist Understand a Microprocessor?

Eric Jonas, Konrad Paul Körding

PLoS Comput. Biol., 2017

Flare Prediction Using Photospheric and Coronal Image Data.

Eric Jonas, Monica G. Bobra, Vaishaal Shankar, J. Todd Hoeksema, Benjamin Recht

CoRR, 2017

Occupy the Cloud: Distributed Computing for the 99%.

Eric Jonas, Shivaram Venkataraman, Ion Stoica, Benjamin Recht

CoRR, 2017

Occupy the cloud: distributed computing for the 99%.

Eric Jonas, Qifan Pu, Shivaram Venkataraman, Ion Stoica, Benjamin Recht

Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

2016

CrossCat: A Fully Bayesian Nonparametric Method for Analyzing Heterogeneous, High Dimensional Data.

Vikash Mansinghka, Patrick Shafto, Eric Jonas, Cap Petschulat, Max Gasner, Joshua B. Tenenbaum

J. Mach. Learn. Res., 2016

Towards Machine Learning on the Automata Processor.

Tommy Tracy II, Yao Fu, Indranil Roy, Eric Jonas, Paul Glendenning

Proceedings of the High Performance Computing - 31st International Conference, 2016

2014

Building fast Bayesian computing machines out of intentionally stochastic, digital parts.

Vikash Mansinghka, Eric Jonas

CoRR, 2014

Scaling Nonparametric Bayesian Inference via Subsample-Annealing.

Fritz Obermeyer, Jonathan Glidden, Eric Jonas

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2009

Exact and Approximate Sampling by Systematic Stochastic Search.

Vikash Mansinghka, Daniel M. Roy, Eric Jonas, Joshua B. Tenenbaum

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009