Alind Khare
5 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(4)
Application Areas
(4)
Deep Learning
(3)
Optimization & Theory
(3)
Architectures
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Healthcare & Medicine
(1)
Clinical
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
neural architecture search
(2)
uncertainty quantification
(1)
knowledge distillation
(1)
cascade classifier
(1)
weight sharing
(1)
disease detection
(1)
multi-objective optimization
(1)
convolutional neural network
(1)
memory efficiency
(1)
cost-aware learning
(1)
model deployment
(1)
request scheduling
(1)
inference serving
(1)
latency-accuracy tradeoff
(1)
on-device inference
(1)
pareto frontier
(1)
once-for-all training
(1)
multi-stage classification
(1)
cost-aware inference
(1)
uncertainty-based prediction
(1)
Papers
SuperServe: Fine-Grained Inference Serving for Unpredictable Workloads
NSDI 2025
DεpS: Delayed ε-Shrinking for Faster Once-For-All Training
ECCV 2024
SuperFedNAS: Cost-Efficient Federated Neural Architecture Search for On-Device Inference
ECCV 2024
UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification
NeurIPS 2022
CompOFA – Compound Once-For-All Networks for Faster Multi-Platform Deployment
ICLR 2021