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Journal Articles
- 2024
[j4]Shreya Shankar
, Rolando Garcia, Joseph M. Hellerstein, Aditya G. Parameswaran:
"We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning. Proc. ACM Hum. Comput. Interact. 8(CSCW1): 1-34 (2024)- 2020
- [j3]Rolando Garcia, Eric Liu, Vikram Sreekanti, Bobby Yan, Anusha Dandamudi, Joseph Gonzalez, Joseph M. Hellerstein, Koushik Sen:
Hindsight Logging for Model Training. Proc. VLDB Endow. 14(4): 682-693 (2020) - 2018
- [j2]Michael Steptoe, Robert Krüger, Rolando Garcia, Xing Liang, Ross Maciejewski:
A Visual Analytics Framework for Exploring Theme Park Dynamics. ACM Trans. Interact. Intell. Syst. 8(1): 4:1-4:27 (2018) - 2017
- [j1]Yafeng Lu, Rolando Garcia, Brett Hansen, Michael Gleicher, Ross Maciejewski:
The State-of-the-Art in Predictive Visual Analytics. Comput. Graph. Forum 36(3): 539-562 (2017)
Conference and Workshop Papers
- 2024
- [c2]Pragya Kallanagoudar, Chithra Anand, Rolando Garcia, Rebecca M. M. Hicke, Aditya G. Parameswaran, Eunice Jun, Sarah E. Chasins:
Quilt: Custom UIs for Linking Unstructured Documents to Structured Datasets. UIST (Adjunct Volume) 2024: 14:1-14:4 - 2015
- [c1]Michael Steptoe, Robert Krüger, Yifan Zhang, Xing Liang, Rolando Garcia, Sagarika Kadambi, Wei Luo, Thomas Ertl, Ross Maciejewski:
VAST challenge 2015: Grand challenge - team VADER/VIS Award for Outstanding Comprehensive Submission. VAST 2015: 119-120
Informal and Other Publications
- 2024
- [i7]Shreya Shankar, Rolando Garcia, Joseph M. Hellerstein, Aditya G. Parameswaran:
"We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning. CoRR abs/2403.16795 (2024) - [i6]Rolando Garcia:
Interactive Lab Notebooks for Robotics Researchers. CoRR abs/2405.08200 (2024) - [i5]Rolando Garcia, Pragya Kallanagoudar, Chithra Anand, Sarah E. Chasins, Joseph M. Hellerstein, Aditya G. Parameswaran:
Flow with FlorDB: Incremental Context Maintenance for the Machine Learning Lifecycle. CoRR abs/2408.02498 (2024) - 2023
- [i4]Rolando Garcia, Anusha Dandamudi, Gabriel Matute, Lehan Wan, Joseph Gonzalez, Joseph M. Hellerstein, Koushik Sen:
Multiversion Hindsight Logging for Continuous Training. CoRR abs/2310.07898 (2023) - 2022
- [i3]Shreya Shankar, Rolando Garcia, Joseph M. Hellerstein, Aditya G. Parameswaran:
Operationalizing Machine Learning: An Interview Study. CoRR abs/2209.09125 (2022) - 2021
- [i2]Rolando Garcia, Giulia Guidi:
BuDDI: A Declarative Bloom Language for CALM Programming. CoRR abs/2109.08192 (2021) - 2020
- [i1]Rolando Garcia, Eric Liu, Vikram Sreekanti, Bobby Yan, Anusha Dandamudi, Joseph E. Gonzalez, Joseph M. Hellerstein, Koushik Sen:
Hindsight Logging for Model Training. CoRR abs/2006.07357 (2020)
Coauthor Index
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