Jonathan Scarlett
Jonathan Scarlett
Assistant Professor of Computer Science and Mathematics, National University of Singapore
Verified email at comp.nus.edu.sg - Homepage
Title
Cited by
Cited by
Year
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
98*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
792013
Phase Transitions in Group Testing
J Scarlett, V Cevher
ACM-SIAM Symposium on Discrete Algorithms (SODA), 2016
622016
Group Testing: An Information Theory Perspective
M Aldridge, O Johnson, J Scarlett
Foundations and Trends in Communications and Information Theory 15 (3-4), 2019
572019
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
572017
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
492016
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
452018
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
402016
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
34*2019
Adversarially Robust Optimization with Gaussian Processes
I Bogunovic, J Scarlett, S Jegelka, V Cevher
Conference on Neural Information Processing Systems (NeurIPS), 5763-5773, 2018
332018
Time-Varying Gaussian Process Bandit Optimization
I Bogunovic, J Scarlett, V Cevher
International Conference on Artificial Intelligence and Statistics (AISTATS), 2016
322016
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
282018
Reliable communication under mismatched decoding
J Scarlett
Ph. D. dissertation, University of Cambridge, 2014
282014
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
262017
Robust Submodular Maximization: A Non-Uniform Partitioning Approach
I Bogunovic, S Mitrović, J Scarlett, V Cevher
International Conference on Machine Learning (ICML), 2017
252017
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
242015
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
242015
Ensemble-tight error exponents for mismatched decoders
J Scarlett, A Martinez, A Guillén i Fàbregas
50th Annual Allerton Conference on Communication, Control, and Computing …, 2012
242012
Lower Bounds on Regret for Noisy Gaussian Process Bandit Optimization
J Scarlett, I Bogunovic, V Cevher
Conference on Learning Theory (COLT), 2017
232017
Sparsistency of -Regularized -Estimators
YH Li, J Scarlett, P Ravikumar, V Cevher
International Conference on Artificial Intelligence and Statistics (AISTATS), 2015
22*2015
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