Prajwal Singhania
3 papers · 2021–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Application Areas
(3)
Artificial Intelligence
(2)
Core AI
(2)
Optimization & Theory · Deep Learning
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Architectures
(1)
Core Methods
(1)
Learning Types
(1)
Models
(1)
Optimization
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
large language model
(2)
self-attention mechanism
(1)
attention mechanism
(1)
convergence analysis
(1)
constrained optimization
(1)
low-rank approximation
(1)
discrete optimization
(1)
generative model
(1)
alternating direction method of multiplier
(1)
stationary point
(1)
next-token prediction
(1)
copyright protection
(1)
privacy protection
(1)
key vector
(1)
sparse attention
(1)
memorization mitigation
(1)
privacy risk
(1)
training objective
(1)
key-value cache
(1)
language model inference
(1)