Jonathan Scarlett
Jonathan Scarlett
Assistant Professor, Computer Science and Mathematics, National University of Singapore
Verified email at comp.nus.edu.sg - Homepage
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
1102019
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
802013
Phase Transitions in Group Testing
J Scarlett, V Cevher
ACM-SIAM Symposium on Discrete Algorithms (SODA), 2016
692016
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
652017
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
632018
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
562016
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
532016
Adversarially Robust Optimization with Gaussian Processes
I Bogunovic, J Scarlett, S Jegelka, V Cevher
Conference on Neural Information Processing Systems (NeurIPS), 5763-5773, 2018
492018
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
462019
Time-Varying Gaussian Process Bandit Optimization
I Bogunovic, J Scarlett, V Cevher
International Conference on Artificial Intelligence and Statistics (AISTATS), 2016
432016
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
412018
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
352017
Robust Submodular Maximization: A Non-Uniform Partitioning Approach
I Bogunovic, S Mitrović, J Scarlett, V Cevher
International Conference on Machine Learning (ICML), 2017
322017
Lower Bounds on Regret for Noisy Gaussian Process Bandit Optimization
J Scarlett, I Bogunovic, V Cevher
Conference on Learning Theory (COLT), 2017
312017
Reliable communication under mismatched decoding
J Scarlett
Ph. D. dissertation, University of Cambridge, 2014
302014
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
272015
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
262014
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
252015
Sparsistency of -Regularized -Estimators
YH Li, J Scarlett, P Ravikumar, V Cevher
International Conference on Artificial Intelligence and Statistics (AISTATS), 2015
242015
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