Mesrob Ohannessian
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| title | conference | date |
|---|---|---|
| Computation-Statistics Tradeoffs in Unsupervised Learning via Data Summarization | Information Theory, Learning and Big Data (Simons Institute, 2015) | 2015-03-16 |
Shows that summarizing data with coresets gives a provable computation–risk trade-off for k‑means: randomized importance sampling constructions replace n… | ||
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