Frank Schneider
5 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(6)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICLR (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
hyperparameter optimization
(2)
vision transformer
(1)
neural network training
(1)
neural network optimization
(1)
model interpretability
(1)
hyperparameter tuning
(1)
second-order optimization
(1)
adam optimizer
(1)
hyperparameter selection
(1)
gradient distribution
(1)
deep learning optimizer
(1)
kronecker-factored approximate curvature
(1)
benchmark evaluation
(1)
training diagnostics
(1)
Papers
Accelerating neural network training: An analysis of the AlgoPerf competition
ICLR 2025
Kronecker-Factored Approximate Curvature for Modern Neural Network Architectures
NIPS 2023
Cockpit: A Practical Debugging Tool for the Training of Deep Neural Networks
NIPS 2021
Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers
ICML 2021
DeepOBS: A Deep Learning Optimizer Benchmark Suite
ICLR 2019