Search Results for author: Julaiti Alafate

Found 3 papers, 1 papers with code

Experimental Design for Bathymetry Editing

no code implementations15 Jul 2020 Julaiti Alafate, Yoav Freund, David T. Sandwell, Brook Tozer

We describe an application of machine learning to a real-world computer assisted labeling task.

BIG-bench Machine Learning Experimental Design

Faster Boosting with Smaller Memory

2 code implementations NeurIPS 2019 Julaiti Alafate, Yoav Freund

State-of-the-art implementations of boosting, such as XGBoost and LightGBM, can process large training sets extremely fast.

Tell Me Something New: A New Framework for Asynchronous Parallel Learning

no code implementations19 May 2018 Julaiti Alafate, Yoav Freund

We present a novel approach for parallel computation in the context of machine learning that we call "Tell Me Something New" (TMSN).

BIG-bench Machine Learning Splice Site Prediction

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