← Back to papers
2019 CONLL CoNLL 2019

On Model Stability as a Function of Random Seed

🧭 Keyword Pioneer — model stability
🐝 Cross-Pollinator — Artificial Intelligence, Computer Science, Computer Vision, Deep Learning, Interdisciplinary, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Speech & Audio

Authors

Pranava Madhyastha , Rishabh Jain

Topics

Machine Learning > Optimization & Theory > Neural Network Optimization Machine Learning > Optimization & Theory > Stochastic Processes

Keywords

stochastic weight averaging attention weight model stability random seed gradient-based interpretation
Download PDF

Related papers

Deconstructing Supertagging into Multi-Task Sequence Prediction 2019
Large-Scale Representation Learning from Visually Grounded Untranscribed Speech 2019
Say Anything: Automatic Semantic Infelicity Detection in L2 English Indefinite Pronouns 2019
Federated Learning of N-Gram Language Models 2019
Learning Conceptual Spaces with Disentangled Facets 2019