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09/30/2021
On the Trustworthiness of Tree Ensemble Explainability Methods
The recent increase in the deployment of machine learning models in crit...
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03/29/2021
Shrinking Bigfoot: Reducing wav2vec 2.0 footprint
Wav2vec 2.0 is a state-of-the-art speech recognition model which maps sp...
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12/03/2018
A Hybrid Instance-based Transfer Learning Method
In recent years, supervised machine learning models have demonstrated tr...
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11/12/2018
Boosting Model Performance through Differentially Private Model Aggregation
A key factor in developing high performing machine learning models is th...
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05/05/2016
Stance and Sentiment in Tweets
We can often detect from a person's utterances whether he/she is in favo...
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03/16/2015