Concepedia

Author

Ilija Bogunovic

École Polytechnique Fédérale de Lausanne

Also Known As

Bogunovic, Ilija, Dai, Yijia, Halabi, Marwa El, Ilija Bogunovic, Zhi, Zhuo

67

Publications

667

Citations

14

H-Index

50

Concepts

All Affiliations

École Polytechnique Fédérale de LausanneETH ZurichNational University of SingaporeMassachusetts Institute of Technology
IB

About

Ilija Bogunovic is an author at École Polytechnique Fédérale de Lausanne specializing in computer science, engineering, and machine learning.

Top Concepts

#ConceptH-IndexPublicationsCitations

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Engineering

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Arts

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Business

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Management

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Public Health

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Ilija Bogunovic

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19

Publications

553

Citations

13

H-Index

YearCitations

Learning-Based Compressive Subsampling

Luca Baldassarre, Yen-Huan Li, Jonathan Scarlett,

IEEE Journal of Selected Topics in Signal Processing

2016

106

Near-Optimally Teaching the Crowd to Classify

Adish Singla, Ilija Bogunovic, Gábor Bartók,

arXiv (Cornell University)

2014

72

Adversarially Robust Optimization with Gaussian Processes

Ilija Bogunovic, Jonathan Scarlett, Stefanie Jegelka,

arXiv (Cornell University)

2018

49

Time-Varying Gaussian Process Bandit Optimization

Ilija Bogunovic, Jonathan Scarlett, Volkan Cevher

arXiv (Cornell University)

2016

35

Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation

Ilija Bogunovic, Jonathan Scarlett, Andreas Krause,

arXiv (Cornell University)

2016

34

High-Dimensional Bayesian Optimization via Additive Models with Overlapping Groups

Paul Rolland, Jonathan Scarlett, Ilija Bogunovic,

arXiv (Cornell University)

2018

34

DP-Sniper: Black-Box Discovery of Differential Privacy Violations using Classifiers

Benjamin Bichsel, Samuel Steffen, Ilija Bogunovic,

2021

32

Robust Submodular Maximization: A Non-Uniform Partitioning Approach

Ilija Bogunovic, Slobodan Mitrović, Jonathan Scarlett,

arXiv (Cornell University)

2017

30

On Actively Teaching the Crowd to Classify

Adish Singla, Ilija Bogunovic, Gábor Bartók,

2013

23

Streaming Robust Submodular Maximization: A Partitioned Thresholding Approach

Slobodan Mitrović, Ilija Bogunovic, Ashkan Norouzi-Fard,

Infoscience (Ecole Polytechnique Fédérale de Lausanne)

2017

21

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