Nipun Kwatra
6 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🏃 Academic Marathon (7)
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(6)
📈
Trend Setter
Conferences
OSDI (2)
ICLR (1)
JMLR (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
model quantization
(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)
neural network generalization
(1)
accuracy evaluation
(1)
wide minima
(1)
corneal topography
(1)
Papers
SmartKC++: Improving Performance of Smartphone-Based Corneal Topographers
WACV 2025
Accuracy is Not All You Need
NIPS 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