Concepedia

Rohit Babbar

RB

Statistics

Publications

16

Citations

872

H-Index

13

Active since

2010

Affiliations

Aalto University(Current)

Max Planck Institute for Intelligent Systems

Laboratoire d'Informatique et d'Automatique pour les Systèmes

Rohit Babbar is an author at Aalto University specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceData MiningText MiningMachine LearningKnowledge DiscoveryPattern RecognitionDeep LearningSupervised Learning

Publications per year

2010–2022

16

Publications

16

Distributed Inference Acceleration with Adaptive DNN Partitioning and Offloading

Thaha Mohammed, Carlee Joe‐Wong, Rohit Babbar et al. · 2020 · 198 citations · Full text

Engineering, Machine Learning, Inference Acceleration +19

Rohit Babbar, Bernhard Schölkopf · 2017 · 176 citations

Classification Method, Label Matrix, Engineering +15

Data scarcity, robustness and extreme multi-label classification

Rohit Babbar, Bernhard Schölkopf · Machine Learning · 2019 · 122 citations · Full text

Bonsai -- Diverse and Shallow Trees for Extreme Multi-label\n Classification

Sujay Khandagale, Han Xiao, Rohit Babbar · arXiv (Cornell University) · 2019 · 110 citations · Full text

On Flat versus Hierarchical Classification in Large-Scale Taxonomies

Massih-Réza Amini, Rohit Babbar, Éric Gaussier et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2012 · 45 citations

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