Yash Akhauri
4 papers · 2022–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Trend Setter
Venues
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Research topics
Deep Learning
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Architectures
(2)
Learning Paradigms
(2)
Optimization & Theory · Deep Learning
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Core AI
(1)
Learning Types
(1)
Optimization
(1)
Techniques
(1)
Keywords
neural architecture search
(2)
neural network pruning
(1)
few-shot learning
(1)
evolutionary algorithm
(1)
contextual sparsity
(1)
genetic programming
(1)
large language model
(1)
neural network
(1)
zero-cost proxy
(1)
zero-cost proxies
(1)
efficiency optimization
(1)
latency prediction
(1)
sparse pruning
(1)
architecture scoring
(1)
network design space
(1)
activation prediction
(1)
encodings
(1)
predictor
(1)
flan
(1)
nas
(1)
Papers
Encodings for Prediction-based Neural Architecture Search
ICML 2024
ShadowLLM: Predictor-based Contextual Sparsity for Large Language Models
EMNLP 2024
Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search
AutoML 2023
EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring
NeurIPS 2022