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Alind Khare
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 16
Top Topics
Multilayer Neural Networks
Learning Models
Candidate Pruning
Machine Learning
Top Venues
CoRR
IEEE Micro
KDD
J. Big Data
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Publications
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Aditya Annavajjala
,
Alind Khare
,
Animesh Agrawal
,
Igor Fedorov
,
Hugo Latapie
,
Myungjin Lee
,
Alexey Tumanov
DεS: Delayed ε-Shrinking for Faster Once-For-All Training.
CoRR
(2024)
Payman Behnam
,
Jianming Tong
,
Alind Khare
,
Yangyu Chen
,
Yue Pan
,
Pranav Gadikar
,
Abhimanyu Rajeshkumar Bambhaniya
,
Tushar Krishna
,
Alexey Tumanov
Subgraph Stationary Hardware-Software Inference Co-Design.
CoRR
(2023)
Alind Khare
,
Dhruv Garg
,
Sukrit Kalra
,
Snigdha Grandhi
,
Ion Stoica
,
Alexey Tumanov
SuperServe: Fine-Grained Inference Serving for Unpredictable Workloads.
CoRR
(2023)
Payman Behnam
,
Jianming Tong
,
Alind Khare
,
Yangyu Chen
,
Yue Pan
,
Pranav Gadikar
,
Abhimanyu Bambhaniya
,
Tushar Krishna
,
Alexey Tumanov
Hardware-Software Co-Design for Real-Time Latency-Accuracy Navigation in Tiny Machine Learning Applications.
IEEE Micro
43 (6) (2023)
Alind Khare
,
Animesh Agrawal
,
Myungjin Lee
,
Alexey Tumanov
SuperFed: Weight Shared Federated Learning.
CoRR
(2023)
Payman Behnam
,
Alexey Tumanov
,
Tushar Krishna
,
Pranav Gadikar
,
Yangyu Chen
,
Jianming Tong
,
Yue Pan
,
Abhimanyu Rajeshkumar Bambhaniya
,
Alind Khare
Subgraph Stationary Hardware-Software Inference Co-Design.
MLSys
(2023)
Anshul Ahluwalia
,
Rohit Das
,
Payman Behnam
,
Alind Khare
,
Pan Li
,
Alexey Tumanov
ABKD: Graph Neural Network Compression with Attention-Based Knowledge Distillation.
CoRR
(2023)
Yanbo Xu
,
Alind Khare
,
Glenn Matlin
,
Monish Ramadoss
,
Rishikesan Kamaleswaran
,
Chao Zhang
,
Alexey Tumanov
UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification.
NeurIPS
(2022)
Yanbo Xu
,
Alind Khare
,
Glenn Matlin
,
Monish Ramadoss
,
Rishikesan Kamaleswaran
,
Chao Zhang
,
Alexey Tumanov
UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification.
CoRR
(2022)
Manas Sahni
,
Shreya Varshini
,
Alind Khare
,
Alexey Tumanov
CompOFA: Compound Once-For-All Networks for Faster Multi-Platform Deployment.
CoRR
(2021)
Manas Sahni
,
Shreya Varshini
,
Alind Khare
,
Alexey Tumanov
CompOFA - Compound Once-For-All Networks for Faster Multi-Platform Deployment.
ICLR
(2021)
Shenda Hong
,
Yanbo Xu
,
Alind Khare
,
Satria Priambada
,
Kevin O. Maher
,
Alaa Aljiffry
,
Jimeng Sun
,
Alexey Tumanov
HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units.
KDD
(2020)
Shenda Hong
,
Yanbo Xu
,
Alind Khare
,
Satria Priambada
,
Kevin O. Maher
,
Alaa Aljiffry
,
Jimeng Sun
,
Alexey Tumanov
HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units.
CoRR
(2020)
Koyel Mukherjee
,
Alind Khare
,
Ashish Verma
A Simple Dynamic Learning Rate Tuning Algorithm For Automated Training of DNNs.
CoRR
(2019)
Alind Khare
,
Vikram Goyal
,
Srikanth Baride
,
Sushil K. Prasad
,
Michael McDermott
,
Dhara Shah
Distributed Algorithm for High-Utility Subgraph Pattern Mining Over Big Data Platforms.
HiPC
(2017)
Nilay Khare
,
Alind Khare
,
Farhan Khan
HCudaBLAST: an implementation of BLAST on Hadoop and Cuda.
J. Big Data
4 (2017)