Kshitiz Malik
4 papers · 2022–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
👥
Mega-Team · Squad
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(3)
Learning Paradigms · Artificial Intelligence
(3)
Optimization & Theory
(3)
Application Areas
(2)
Learning Paradigms · Machine Learning
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Core AI
(1)
Differential Privacy
(1)
Optimization
(1)
Resources & Methods
(1)
Keywords
federated learning
(3)
distributed optimization
(2)
non-convex optimization
(1)
convergence analysis
(1)
distributed learning
(1)
instruction tuning
(1)
secure aggregation
(1)
data heterogeneity
(1)
non-iid data
(1)
client-server architecture
(1)
continual pre-training
(1)
position encoding
(1)
long context
(1)
asynchronous aggregation
(1)
model initialization
(1)
global model
(1)
partial model personalization
(1)
large language model
(1)
system heterogeneity
(1)
differential privacy
(1)