Kunjal Panchal
3 papers · 2023–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
Venues
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Research topics
Artificial Intelligence
(3)
Learning Paradigms · Artificial Intelligence
(3)
Machine Learning
(2)
Learning Paradigms · Machine Learning
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Resources & Methods
(1)
Keywords
federated learning
(3)
concept drift
(1)
distributed learning
(1)
gradient estimation
(1)
adaptive optimization
(1)
memory efficiency
(1)
data heterogeneity
(1)
personalized model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
model fine-tuning
(1)
memory optimization
(1)
client-server architecture
(1)
forward-mode differentiation
(1)
language model fine-tuning
(1)
large language model
(1)
forward-mode automatic differentiation
(1)
client-side early stopping
(1)
drift-aware optimization
(1)
per-instance personalization
(1)