Nipun Kwatra
6 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Silver
๐บ๏ธ
Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
model quantization
(1)
semi-supervised learning
(1)
ensemble learning
(1)
unsupervised clustering
(1)
medical imaging
(1)
deep learning
(1)
medical image analysis
(1)
model serving
(1)
image processing pipeline
(1)
learning rate schedule
(1)
cluster scheduling
(1)
large language model inference
(1)
batch scheduling
(1)
throughput latency tradeoff
(1)
gpu compute utilization
(1)
inference scheduler
(1)
gpu scheduling
(1)
job migration
(1)
hyperparameter search
(1)
deep network
(1)
Papers
SmartKC++: Improving Performance of Smartphone-Based Corneal Topographers
WACV 2025
Accuracy is Not All You Need
NeurIPS 2024
Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve
OSDI 2024
Wide-minima Density Hypothesis and the Explore-Exploit Learning Rate Schedule
JMLR 2023
Unsupervised Clustering using Pseudo-semi-supervised Learning
ICLR 2020
Gandiva: Introspective Cluster Scheduling for Deep Learning
OSDI 2018