Kunjal Panchal
3 papers · 2023–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (11)
π£
Hot Topic Early Bird
Conferences
NIPS (2)
ICML (1)
Top co-authors
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)
low-rank adaptation
(1)
memory optimization
(1)
client-server architecture
(1)
forward-mode differentiation
(1)
language model finetuning
(1)
parameter-efficient finetuning
(1)
model finetuning
(1)
large language model
(1)
forward-mode automatic differentiation
(1)
client-side early stopping
(1)
drift-aware optimization
(1)
per-instance personalization
(1)