George Dahl
8 papers · 2007–2022 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (15) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(15)
🐣
Hot Topic Early Bird
🌟
Keyword Trendsetter Combo
(3)
🌱
Topic Pioneer
📈
Trend Setter
🚀
Conference Pioneer
❓
The Questioner
(2)
Conferences
NAACL (2)
NIPS (2)
AISTATS (1)
EMNLP (1)
ICML (1)
SEMEVAL (1)
Top co-authors
Keywords
unsupervised learning
(1)
stochastic gradient descent
(1)
benchmark evaluation
(1)
black-box optimization
(1)
speech recognition
(1)
speech processing
(1)
autoregressive generation
(1)
neural network optimization
(1)
out-of-distribution generalization
(1)
acoustic modeling
(1)
hierarchical representation
(1)
phone recognition
(1)
hyperparameter tuning
(1)
probabilistic model
(1)
restricted boltzmann machine
(1)
autoregressive model
(1)
recurrent neural network
(1)
deep neural network
(1)
utility function
(1)
hyperbolic embedding
(1)
Papers
Predicting the utility of search spaces for black-box optimization: a simple, budget-aware approach
AISTATS 2022
What Will it Take to Fix Benchmarking in Natural Language Understanding?
NAACL 2021
Which Algorithmic Choices Matter at Which Batch Sizes? Insights From a Noisy Quadratic Model
NIPS 2019
The Importance of Generation Order in Language Modeling
EMNLP 2018
Embedding Text in Hyperbolic Spaces
NAACL 2018
On the importance of initialization and momentum in deep learning
ICML 2013
Phone Recognition with the Mean-Covariance Restricted Boltzmann Machine
NIPS 2010
SW-AG: Local Context Matching for English Lexical Substitution
SEMEVAL 2007