Alexander A Alemi
7 papers · 2016–2024 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π§
Keyword Pioneer
β
The Questioner
Venues
Top co-authors
Research topics
Keywords
model compression
(1)
representation learning
(1)
link prediction
(1)
few-shot learning
(1)
ensemble learning
(1)
self-supervised learning
(1)
knowledge distillation
(1)
neural network optimization
(1)
graph attention
(1)
random walk
(1)
mutual information
(1)
graph embedding
(1)
generative model
(1)
learning rate
(1)
latent variable
(1)
node embedding
(1)
variational autoencoder
(1)
gradient norm
(1)
generative adversarial network
(1)
uncertainty estimation
(1)
Papers
Scaling Exponents Across Parameterizations and Optimizers
ICML 2024
Small-scale proxies for large-scale Transformer training instabilities
ICLR 2024
Weighted Ensemble Self-Supervised Learning
ICLR 2023
Does Knowledge Distillation Really Work?
NeurIPS 2021
GILBO: One Metric to Measure Them All
NeurIPS 2018
Watch Your Step: Learning Node Embeddings via Graph Attention
NeurIPS 2018
DeepMath - Deep Sequence Models for Premise Selection
NeurIPS 2016