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Veritable
Towards human-centered data science. Consultancy: https://veritable.pw
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Ceshine Lee
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Veritable
Jun 18, 2021
[Notes] Gradient Checkpointing with BERT
A brief analysis of huggingface’s implementation
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21
Ceshine Lee
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Veritable
Apr 17, 2021
[Paper] Adafactor: Adaptive Learning Rates with Sublinear Memory Cost
Essential for fine-tuning T5…
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4
Ceshine Lee
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Veritable
Mar 23, 2021
[Paper] Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control
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6
Ceshine Lee
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Veritable
Feb 22, 2021
Reducing the SentencePiece Vocabulary Size of Pretrained NLP Models
Useful for fine-tuning on a subset…
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40
Ceshine Lee
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Veritable
Jan 23, 2021
[PyTorch Lightning] Log Training Losses when Accumulating Gradients
The global step is not what you…
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26
Ceshine Lee
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Veritable
Dec 30, 2020
Generating Synthetic Tabular Data Using GAN
A case study: detecting credit fraud
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25
Ceshine Lee
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Veritable
Dec 8, 2020
[Paper] Are We Really Making Much Progress?
A Worrying Analysis of Recent Neural Recommendation…
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5
Ceshine Lee
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Veritable
Nov 20, 2020
Automatic Testing Your SQLite Database with Great Expectations
A great tool for eliminating pipeline…
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8
Ceshine Lee
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Veritable
Oct 19, 2020
[Tensorflow] Training CV Models on TPU without Using Cloud Storage
If your dataset is small enough
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2
Ceshine Lee
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Veritable
Sep 22, 2020
[Paper] Please Stop Permuting Features
Permutation importance can be very misleading
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8
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Towards human-centered AI.
https://veritable.pw
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