Jeff Dean
10 papers · 2013–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (28) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π§
Keyword Pioneer
π₯
Mega-Team Β· Legion
π
Keyword Trendsetter Combo
(5)
π
Century Club Β· Bronze
π
Renaissance Researcher
(5)
π
Conference Pioneer
ποΈ
Keyword Collector
(57)
π
Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(7)
Machine Learning
(7)
Artificial Intelligence
(3)
Learning Types Β· Deep Learning
(3)
Optimization & Theory Β· Machine Learning
(3)
Natural Language Processing
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Generation
(2)
Learning Types Β· Machine Learning
(2)
Models
(2)
Optimization & Theory Β· Deep Learning
(2)
Techniques
(2)
Computer Science
(1)
Keywords
computational graph
(2)
few-shot learning
(2)
image classification
(1)
zero-shot learning
(1)
function approximation
(1)
compositionality
(1)
local learning
(1)
model parallelism
(1)
object recognition
(1)
policy gradient
(1)
natural language processing
(1)
neural architecture search
(1)
deep learning
(1)
efficient computing
(1)
reinforcement learning
(1)
neural architecture
(1)
semantic knowledge
(1)
global optimization
(1)
parameter sharing
(1)
transformer architecture
(1)
Papers
Matryoshka Quantization
ICML 2025
Scaling Instruction-Finetuned Language Models
JMLR 2024
Brainformers: Trading Simplicity for Efficiency
ICML 2023
PaLM: Scaling Language Modeling with Pathways
JMLR 2023
Interlocking Backpropagation: Improving depthwise model-parallelism
JMLR 2022
A Hierarchical Model for Device Placement
ICLR 2018
Efficient Neural Architecture Search via Parameters Sharing
ICML 2018
Device Placement Optimization with Reinforcement Learning
ICML 2017
DeViSE: A Deep Visual-Semantic Embedding Model
NeurIPS 2013
Distributed Representations of Words and Phrases and their Compositionality
NeurIPS 2013