Jonathan Scarlett

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Volkan CevherAssociate Professor, Laboratory for Information and Inference Systems, EPFLVerified email at epfl.ch
Albert Guillen i FabregasICREA, Universitat Pompeu Fabra & University of CambridgeVerified email at ieee.org
Alfonso MartinezSerra-Húnter Associate Professor, Universitat Pompeu Fabra (Spain)Verified email at ieee.org
Ilija BogunovicPostdoctoral researcher, ETH ZurichVerified email at inf.ethz.ch
Oliver JohnsonProfessor of Information Theory, School of Mathematics, University of Bristol, UKVerified email at bristol.ac.uk
Matthew AldridgeUniversity of LeedsVerified email at leeds.ac.uk
Yen-Huan LiAssistant Professor of Computer Science, National Taiwan UniversityVerified email at csie.ntu.edu.tw
Vincent Y. F. TanNational University of SingaporeVerified email at nus.edu.sg
Subhrakanti DeyProfessor, Hamilton Institute, National Univ of Ireland, Maynooth and Uppsala University, SwedenVerified email at mu.ie
Jamie EvansUniversity of MelbourneVerified email at unimelb.edu.au
Anelia Somekh-BaruchBar-Ilan UniversityVerified email at biu.ac.il
Andreas KrauseProfessor of Computer Science, ETH ZurichVerified email at inf.ethz.ch
Luca BaldassarreLead Data Scientist, Swiss ReVerified email at swissre.com
Zhaoqiang LiuResearch Fellow in SoC, NUSVerified email at nus.edu.sg
Tolga CukurProfessor of Electrical EngineeringVerified email at ee.bilkent.edu.tr
Rabeeh Karimi MahabadiEPFLVerified email at epfl.ch
Steffen BondorfAssistant Professor of Computer Science at Ruhr University BochumVerified email at rub.de
Stefanie JegelkaMITVerified email at mit.edu
Lan V. TruongResearch Associate, University of CambridgeVerified email at cam.ac.uk
paul rollandEPFLVerified email at epfl.ch

Jonathan Scarlett

Assistant Professor, Computer Science and Mathematics, National University of Singapore

Verified email at comp.nus.edu.sg - Homepage

Information Theory Machine Learning High-dimensional Statistics Group Testing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Group Testing: An Information Theory Perspective M Aldridge, O Johnson, J Scarlett Foundations and Trends in Communications and Information Theory 15 (3-4), 2019	110	2019
Mismatched Decoding: Error Exponents, Second-Order Rates and Saddlepoint Approximations J Scarlett, A Martinez, A Guillén i Fàbregas IEEE Transactions on Information Theory 60 (5), 2647 - 2666, 2014	106*	2014
Compressed Sensing With Prior Information: Information-Theoretic Limits and Practical Decoders J Scarlett, JS Evans, S Dey IEEE Transactions on Signal Processing 61 (2), 427-439, 2013	80	2013
Phase Transitions in Group Testing J Scarlett, V Cevher ACM-SIAM Symposium on Discrete Algorithms (SODA), 2016	69	2016
Limits on Support Recovery with Probabilistic Models: An Information-Theoretic Framework J Scarlett, V Cevher IEEE Transactions on Information Theory 63 (1), 593 - 620, 2017	65	2017
Learning-Based Compressive MRI B Gözcü, RK Mahabadi, YH Li, E Ilıcak, T Cukur, J Scarlett, V Cevher IEEE Transactions on Medical Imaging 37 (6), 1394-1406, 2018	63	2018
Learning-Based Compressive Subsampling L Baldassarre, YH Li, J Scarlett, B Gözcü, I Bogunovic, V Cevher IEEE Journal on Selected Topics in Signal Processing, 2016	56	2016
Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation I Bogunovic, J Scarlett, A Krause, V Cevher Conference on Neural Information Processing Systems (NIPS), 2016	53	2016
Adversarially Robust Optimization with Gaussian Processes I Bogunovic, J Scarlett, S Jegelka, V Cevher Conference on Neural Information Processing Systems (NeurIPS), 5763-5773, 2018	49	2018
Performance of group testing algorithms with near-constant tests-per-item O Johnson, M Aldridge, J Scarlett IEEE Transactions on Information Theory 65 (2), 707-723, 2019	46	2019
Time-Varying Gaussian Process Bandit Optimization I Bogunovic, J Scarlett, V Cevher International Conference on Artificial Intelligence and Statistics (AISTATS), 2016	43	2016
High-Dimensional Bayesian Optimization via Additive Models with Overlapping Groups P Rolland, J Scarlett, I Bogunovic, V Cevher International Conference on Artificial Intelligence and Statistics (AISTATS), 2018	41	2018
The Dispersion of Nearest-Neighbor Decoding for Additive Non-Gaussian Channels J Scarlett, VYF Tan, G Durisi IEEE Transactions on Information Theory 63 (1), 81 - 92, 2017	35	2017
Robust Submodular Maximization: A Non-Uniform Partitioning Approach I Bogunovic, S Mitrović, J Scarlett, V Cevher International Conference on Machine Learning (ICML), 2017	32	2017
Lower Bounds on Regret for Noisy Gaussian Process Bandit Optimization J Scarlett, I Bogunovic, V Cevher Conference on Learning Theory (COLT), 2017	31	2017
Reliable communication under mismatched decoding J Scarlett Ph. D. dissertation, University of Cambridge, 2014	30	2014
Second-Order Rate Region of Constant-Composition Codes for the Multiple-Access Channel J Scarlett, A Martinez, A Guillén i Fàbregas IEEE Transactions on Information Theory 61 (1), 157-172, 2015	27	2015
Expurgated random-coding ensembles: Exponents, refinements and connections J Scarlett, L Peng, N Merhav, A Martinez, A Guillén i Fàbregas IEEE Transactions on Information Theory 60 (8), 4449 - 4462, 2014	26	2014
Second-order asymptotics for the Gaussian MAC with degraded message sets J Scarlett, V Y. F. Tan IEEE Transactions on Information Theory 61 (12), 6700-6718, 2015	25	2015
Sparsistency of -Regularized -Estimators YH Li, J Scarlett, P Ravikumar, V Cevher International Conference on Artificial Intelligence and Statistics (AISTATS), 2015	24	2015

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