Dhruv Choudhary
5 papers · 2022–2025 · 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
(16)
Top co-authors
Research topics
Keywords
recommendation system
(2)
model compression
(2)
image classification
(1)
stochastic gradient descent
(1)
semantic segmentation
(1)
transfer learning
(1)
embedding learning
(1)
knowledge transfer
(1)
knowledge distillation
(1)
neural network optimization
(1)
gradient descent
(1)
adaptive learning rate
(1)
dynamic inference
(1)
token frequency
(1)
long-tail distribution
(1)
neural flow
(1)
lexicographic optimization
(1)
online recommendation
(1)
large language model
(1)
item embedding
(1)
Papers
SpinQuant: LLM Quantization with Learned Rotations
ICLR 2025
Layer Compression of Deep Networks with Straight Flows
AAAI 2024
Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits
ICLR 2022
Future gradient descent for adapting the temporal shifting data distribution in online recommendation systems
UAI 2022
Harmless Transfer Learning for Item Embeddings
NAACL 2022