Behrooz Ghorbani
13 papers · 2019–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (21) π Interdisciplinary Bridge π Conference Polyglot (4) π£ Hot Topic Early Bird
π£
Hot Topic Early Bird
π
Triple Crown
β‘
Prolific Year
(5)
π
Century Club
(13)
ποΈ
Keyword Collector
(50)
β
The Questioner
(2)
Conferences
ICML (5)
NIPS (5)
ICLR (2)
EMNLP (1)
Top co-authors
Keywords
neural network
(3)
neural machine translation
(3)
machine translation
(3)
multilingual translation
(2)
language model
(2)
multi-task learning
(2)
variational inference
(1)
neural network training
(1)
neural tangent kernel
(1)
topic model
(1)
batch normalization
(1)
empirical study
(1)
deep learning
(1)
reproducing kernel hilbert space
(1)
curse of dimensionality
(1)
mean field
(1)
gradient descent
(1)
optimization algorithm
(1)
sampling strategy
(1)
stochastic gradient descent
(1)
Papers
Order Matters in the Presence of Dataset Imbalance for Multilingual Learning
NIPS 2023
Epsilon Sampling Rocks: Investigating Sampling Strategies for Minimum Bayes Risk Decoding for Machine Translation
EMNLP 2023
Scaling Laws for Multilingual Neural Machine Translation
ICML 2023
Binarized Neural Machine Translation
NIPS 2023
A Loss Curvature Perspective on Training Instabilities of Deep Learning Models
ICLR 2022
Do Current Multi-Task Optimization Methods in Deep Learning Even Help?
NIPS 2022
Scaling Laws for Neural Machine Translation
ICLR 2022
Data Scaling Laws in NMT: The Effect of Noise and Architecture
ICML 2022
Examining Scaling and Transfer of Language Model Architectures for Machine Translation
ICML 2022
When Do Neural Networks Outperform Kernel Methods?
NIPS 2020
An Investigation into Neural Net Optimization via Hessian Eigenvalue Density
ICML 2019
Limitations of Lazy Training of Two-layers Neural Network
NIPS 2019
An Instability in Variational Inference for Topic Models
ICML 2019