Ameet Talwalkar
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- Andrei Varanovich2 talks
- Andreas Mueller3 talks
- Jose Quesada3 talks
- Quentin Ambard4 talks
- Tianqi Chen6 talks
- Javier Luraschi8 talks
| title | conference | date |
|---|---|---|
| Ameet Talwalkar, Assistant Professor of Computer Science, UCLA @ MLconf SF Part 1 | MLconf SF 2014 | 2014-11-14 |
MLbase builds on Apache Spark and MLlib to automate model selection by searching the hyperparameter space instead of relying on ad hoc tuning. It combines new… | ||
| Ameet Talwalkar, Assistant Professor of Computer Science, UCLA @ MLconf SF Part 2 | MLconf SF 2014 | 2014-11-14 |
MLlib on Spark gets an automated hyperparameter search layer called MLbase optimizer that combines batch model updates (matrix‑matrix LAPACK routines), early… | ||
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