Channing Moore
@channingmoore.bsky.social
Audio, neuroscience, engineering.
Currently: sound understanding
@Google
Previously: Watch calorimetry, surface plasmons, flow cytometers for worms.
Currently: sound understanding
Previously: Watch calorimetry, surface plasmons, flow cytometers for worms.
It only took a couple of millennia, but the NYT confirms this morning that the exhortation of Cato the Elder has come to pass:
Carthago deletus est.
Carthago deletus est.
July 29, 2023 at 1:10 PM
It only took a couple of millennia, but the NYT confirms this morning that the exhortation of Cato the Elder has come to pass:
Carthago deletus est.
Carthago deletus est.
Our 2023 ICASSP paper is now up on arXiv: Dataset balancing can hurt model performance https://arxiv.org/abs/2307.00079 Dataset balancing works differently than you might assume: - can cause overfitting; - doesn’t improve performance on rare classes; - speeds up training convergence.
Dataset balancing can hurt model performance
Machine learning from training data with a skewed distribution of examples
per class can lead to models that favor performance on common classes at the
expense of performance on rare ones....
arxiv.org
July 5, 2023 at 3:01 PM
Our 2023 ICASSP paper is now up on arXiv: Dataset balancing can hurt model performance https://arxiv.org/abs/2307.00079 Dataset balancing works differently than you might assume: - can cause overfitting; - doesn’t improve performance on rare classes; - speeds up training convergence.