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2010 – today
- 2018
[j13]Jonathan Scarlett, Alfonso Martinez, Albert Guillen i Fabregas:
Mismatched Multi-Letter Successive Decoding for the Multiple-Access Channel. IEEE Trans. Information Theory 64(4): 2253-2266 (2018)- [c36]Paul Rolland, Jonathan Scarlett, Ilija Bogunovic, Volkan Cevher:
High-Dimensional Bayesian Optimization via Additive Models with Overlapping Groups. AISTATS 2018: 298-307 - [i30]Paul Rolland, Jonathan Scarlett, Ilija Bogunovic, Volkan Cevher:
High-Dimensional Bayesian Optimization via Additive Models with Overlapping Groups. CoRR abs/1802.07028 (2018) - [i29]
- 2017
- [j12]Jonathan Scarlett, Vincent Y. F. Tan, Giuseppe Durisi:
The Dispersion of Nearest-Neighbor Decoding for Additive Non-Gaussian Channels. IEEE Trans. Information Theory 63(1): 81-92 (2017) - [j11]Jonathan Scarlett, Volkan Cevher:
Limits on Support Recovery With Probabilistic Models: An Information-Theoretic Framework. IEEE Trans. Information Theory 63(1): 593-620 (2017) - [c35]Jonathan Scarlett, Volkan Cevher:
Lower Bounds on Active Learning for Graphical Model Selection. AISTATS 2017: 55-64 - [c34]Ilija Bogunovic, Slobodan Mitrovic, Jonathan Scarlett, Volkan Cevher:
A distributed algorithm for partitioned robust submodular maximization. CAMSAP 2017: 1-5 - [c33]Jonathan Scarlett, Ilija Bogunovic, Volkan Cevher:
Lower Bounds on Regret for Noisy Gaussian Process Bandit Optimization. COLT 2017: 1723-1742 - [c32]Jonathan Scarlett, Volkan Cevher:
How little does non-exact recovery help in group testing? ICASSP 2017: 6090-6094 - [c31]Ilija Bogunovic, Slobodan Mitrovic, Jonathan Scarlett, Volkan Cevher:
Robust Submodular Maximization: A Non-Uniform Partitioning Approach. ICML 2017: 508-516 - [c30]Jonathan Scarlett, Alfonso Martinez, Albert Guillen i Fabregas:
Expurgated joint source-channel coding bounds and error exponents. ISIT 2017: 908-912 - [c29]
- [c28]Volkan Cevher, Michael Kapralov, Jonathan Scarlett, Amir Zandieh:
An adaptive sublinear-time block sparse fourier transform. STOC 2017: 702-715 - [i28]Volkan Cevher, Michael Kapralov, Jonathan Scarlett, Amir Zandieh:
An Adaptive Sublinear-Time Block Sparse Fourier Transform. CoRR abs/1702.01286 (2017) - [i27]Jonathan Scarlett, Ilija Bogunovic, Volkan Cevher:
Lower Bounds on Regret for Noisy Gaussian Process Bandit Optimization. CoRR abs/1706.00090 (2017) - [i26]Ilija Bogunovic, Slobodan Mitrovic, Jonathan Scarlett, Volkan Cevher:
Robust Submodular Maximization: A Non-Uniform Partitioning Approach. CoRR abs/1706.04918 (2017) - [i25]Jonathan Scarlett, Volkan Cevher:
Phase Transitions in the Pooled Data Problem. CoRR abs/1710.06766 (2017) - [i24]Jonathan Scarlett, Volkan Cevher:
Efficient and Near-Optimal Noisy Group Testing: An Information-Theoretic Framework. CoRR abs/1710.08704 (2017) - 2016
- [j10]Luca Baldassarre, Yen-Huan Li, Jonathan Scarlett, Baran Gozcu, Ilija Bogunovic, Volkan Cevher:
Learning-Based Compressive Subsampling. J. Sel. Topics Signal Processing 10(4): 809-822 (2016) - [j9]Jonathan Scarlett, Alfonso Martinez, Albert Guillén i Fàbregas:
Multiuser Random Coding Techniques for Mismatched Decoding. IEEE Trans. Information Theory 62(7): 3950-3970 (2016) - [j8]Jonathan Scarlett, Volkan Cevher:
On the Difficulty of Selecting Ising Models With Approximate Recovery. IEEE Trans. Signal and Information Processing over Networks 2(4): 625-638 (2016) - [c27]Jonathan Scarlett, Volkan Cevher:
Limits on Sparse Support Recovery via Linear Sketching with Random Expander Matrices. AISTATS 2016: 149-158 - [c26]Ilija Bogunovic, Jonathan Scarlett, Volkan Cevher:
Time-Varying Gaussian Process Bandit Optimization. AISTATS 2016: 314-323 - [c25]Matthew Aldridge, Oliver Johnson, Jonathan Scarlett:
Improved group testing rates with constant column weight designs. ISIT 2016: 1381-1385 - [c24]Jonathan Scarlett, Volkan Cevher:
Partial recovery bounds for the sparse stochastic block model. ISIT 2016: 1904-1908 - [c23]Jonathan Scarlett, Vincent Y. F. Tan, Giuseppe Durisi:
The dispersion of nearest-neighbor decoding for additive non-Gaussian channels. ISIT 2016: 2664-2668 - [c22]Jonathan Scarlett, Volkan Cevher:
Converse bounds for noisy group testing with arbitrary measurement matrices. ISIT 2016: 2868-2872 - [c21]Ilija Bogunovic, Jonathan Scarlett, Andreas Krause, Volkan Cevher:
Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation. NIPS 2016: 1507-1515 - [c20]
- [i23]Ilija Bogunovic, Jonathan Scarlett, Volkan Cevher:
Time-Varying Gaussian Process Bandit Optimization. CoRR abs/1601.06650 (2016) - [i22]Jonathan Scarlett, Volkan Cevher:
Converse Bounds for Noisy Group Testing with Arbitrary Measurement Matrices. CoRR abs/1602.00875 (2016) - [i21]Jonathan Scarlett, Volkan Cevher:
Partial Recovery Bounds for the Sparse Stochastic Block Model. CoRR abs/1602.00877 (2016) - [i20]Matthew Aldridge, Oliver Johnson, Jonathan Scarlett:
Improved group testing rates with constant column weight designs. CoRR abs/1602.03471 (2016) - [i19]Jonathan Scarlett, Volkan Cevher:
On the Difficulty of Selecting Ising Models with Approximate Recovery. CoRR abs/1602.03647 (2016) - [i18]Jonathan Scarlett, Volkan Cevher:
Lower Bounds on Active Learning for Graphical Model Selection. CoRR abs/1607.02413 (2016) - [i17]Ilija Bogunovic, Jonathan Scarlett, Andreas Krause, Volkan Cevher:
Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation. CoRR abs/1610.07379 (2016) - [i16]Jonathan Scarlett, Alfonso Martinez, Albert Guillén i Fàbregas:
Mismatched Multi-letter Successive Decoding for the Multiple-Access Channel. CoRR abs/1612.00211 (2016) - [i15]Oliver Johnson, Matthew Aldridge, Jonathan Scarlett:
Performance of group testing algorithms with constant tests-per-item. CoRR abs/1612.07122 (2016) - 2015
- [j7]Jonathan Scarlett, Alfonso Martinez, Albert Guillen i Fabregas:
Second-Order Rate Region of Constant-Composition Codes for the Multiple-Access Channel. IEEE Trans. Information Theory 61(1): 157-172 (2015) - [j6]Jonathan Scarlett:
On the Dispersions of the Gel'fand-Pinsker Channel and Dirty Paper Coding. IEEE Trans. Information Theory 61(9): 4569-4586 (2015) - [j5]Jonathan Scarlett, Anelia Somekh-Baruch, Alfonso Martinez, Albert Guillen i Fabregas:
A Counter-Example to the Mismatched Decoding Converse for Binary-Input Discrete Memoryless Channels. IEEE Trans. Information Theory 61(10): 5387-5395 (2015) - [j4]Jonathan Scarlett, Vincent Y. F. Tan:
Second-Order Asymptotics for the Gaussian MAC With Degraded Message Sets. IEEE Trans. Information Theory 61(12): 6700-6718 (2015) - [c19]Yen-Huan Li, Jonathan Scarlett, Pradeep Ravikumar, Volkan Cevher:
Sparsistency of 1-Regularized M-Estimators. AISTATS 2015 - [c18]Ilija Bogunovic, Volkan Cevher, Jarvis D. Haupt, Jonathan Scarlett:
Active learning of self-concordant like multi-index functions. ICASSP 2015: 2189-2193 - [c17]Jonathan Scarlett, Alfonso Martinez, Albert Guillen i Fabregas:
The likelihood decoder: Error exponents and mismatch. ISIT 2015: 86-90 - [c16]Jonathan Scarlett, Volkan Cevher:
Limits on support recovery with probabilistic models: An information-theoretic framework. ISIT 2015: 2331-2335 - [c15]Jonathan Scarlett, Alfonso Martinez, Albert Guillen i Fabregas:
Refinements of the third-order term in the fixed error asymptotics of constant-composition codes. ISIT 2015: 2954-2958 - [c14]Jonathan Scarlett, Vincent Y. F. Tan:
Second-order asymptotics for the discrete memoryless MAC with degraded message sets. ISIT 2015: 2964-2968 - [i14]Jonathan Scarlett, Volkan Cevher:
Limits on Support Recovery with Probabilistic Models: An Information-Spectrum Approach. CoRR abs/1501.07440 (2015) - [i13]Jonathan Scarlett, Anelia Somekh-Baruch, Alfonso Martinez, Albert Guillén i Fàbregas:
A Counter-Example to the Mismatched Decoding Converse for Binary-Input Discrete Memoryless Channels. CoRR abs/1508.02374 (2015) - [i12]Luca Baldassarre, Yen-Huan Li, Jonathan Scarlett, Baran Gözcü, Ilija Bogunovic, Volkan Cevher:
Learning-based Compressive Subsampling. CoRR abs/1510.06188 (2015) - [i11]Jonathan Scarlett, Vincent Y. F. Tan, Giuseppe Durisi:
The Dispersion of Nearest-Neighbor Decoding for Additive Non-Gaussian Channels. CoRR abs/1512.06618 (2015) - 2014
- [j3]Jonathan Scarlett, Alfonso Martinez, Albert Guillen i Fabregas:
Mismatched Decoding: Error Exponents, Second-Order Rates and Saddlepoint Approximations. IEEE Trans. Information Theory 60(5): 2647-2666 (2014) - [j2]Jonathan Scarlett, Li Peng, Neri Merhav, Alfonso Martinez, Albert Guillen i Fabregas:
Expurgated Random-Coding Ensembles: Exponents, Refinements, and Connections. IEEE Trans. Information Theory 60(8): 4449-4462 (2014) - [c13]Jonathan Scarlett, Vincent Y. F. Tan:
Second-order asymptotics for the gaussian MAC with degraded message sets. ISIT 2014: 461-465 - [c12]Jonathan Scarlett, Alfonso Martinez, Albert Guillen i Fabregas:
The saddlepoint approximation: Unified random coding asymptotics for fixed and varying rates. ISIT 2014: 1892-1896 - [c11]
- [c10]Jonathan Scarlett, Alfonso Martinez, Albert Guillen i Fabregas:
Mismatched multi-letter successive decoding for the multiple-access channel. ISIT 2014: 2539-2543 - [c9]Alfonso Martinez, Jonathan Scarlett, Marco Dalai, Albert Guillen i Fabregas:
A complex-integration approach to the saddlepoint approximation for random-coding bounds. ISWCS 2014: 618-621 - [i10]Jonathan Scarlett, Alfonso Martinez, Albert Guillén i Fàbregas:
The Saddlepoint Approximation: A Unification of Exponents, Dispersions and Moderate Deviations. CoRR abs/1402.3941 (2014) - [i9]Jonathan Scarlett, Vincent Y. F. Tan:
Second-Order Asymptotics for the Discrete Memoryless MAC with Degraded Message Sets. CoRR abs/1408.1119 (2014) - 2013
- [j1]Jonathan Scarlett, Jamie S. Evans, Subhrakanti Dey:
Compressed Sensing With Prior Information: Information-Theoretic Limits and Practical Decoders. IEEE Trans. Signal Processing 61(2): 427-439 (2013) - [c8]Jonathan Scarlett, Alfonso Martinez, Albert Guillen i Fabregas:
Second-order rate region of constant-composition codes for the multiple-access channel. Allerton 2013: 588-593 - [c7]Jonathan Scarlett, Alfonso Martinez, Albert Guillen i Fabregas:
A derivation of the asymptotic random-coding prefactor. Allerton 2013: 956-961 - [c6]Jonathan Scarlett, Alfonso Martinez, Albert Guillen i Fabregas:
Superposition codes for mismatched decoding. ISIT 2013: 81-85 - [c5]Jonathan Scarlett, Alfonso Martinez, Albert Guillen i Fabregas:
The mismatched multiple-access channel: General alphabets. ISIT 2013: 86-90 - [c4]Jonathan Scarlett, Alfonso Martinez, Albert Guillen i Fabregas:
Cost-constrained random coding and applications. ITA 2013: 1-7 - [i8]Jonathan Scarlett, Alfonso Martinez, Albert Guillen i Fabregas:
Mismatched Decoding: Finite-Length Bounds, Error Exponents and Approximations. CoRR abs/1303.6166 (2013) - [i7]Jonathan Scarlett, Alfonso Martinez, Albert Guillen i Fabregas:
Second-Order Rate Region of Constant-Composition Codes for the Multiple-Access Channel. CoRR abs/1303.6167 (2013) - [i6]Jonathan Scarlett, Alfonso Martinez, Albert Guillen i Fabregas:
A Derivation of the Asymptotic Random-Coding Prefactor. CoRR abs/1306.6203 (2013) - [i5]Jonathan Scarlett, Li Peng, Neri Merhav, Alfonso Martinez, Albert Guillen i Fabregas:
Expurgated Random-Coding Ensembles: Exponents, Refinements and Connections. CoRR abs/1307.6679 (2013) - [i4]Jonathan Scarlett:
Second-Order Rate of Constant-Composition Codes for the Gel'fand-Pinsker Channel. CoRR abs/1309.6200 (2013) - [i3]Jonathan Scarlett, Vincent Y. F. Tan:
Second-Order Asymptotics for the Gaussian MAC with Degraded Message Sets. CoRR abs/1310.1197 (2013) - [i2]Jonathan Scarlett, Alfonso Martinez, Albert Guillén i Fàbregas:
Multiuser Coding Techniques for Mismatched Decoding. CoRR abs/1311.6635 (2013) - 2012
- [c3]Jonathan Scarlett, Alfonso Martinez, Albert Guillen i Fabregas:
Ensemble-tight error exponents for mismatched decoders. Allerton Conference 2012: 1951-1958 - [c2]Jonathan Scarlett, Albert Guillen i Fabregas:
An achievable error exponent for the mismatched multiple-access channel. Allerton Conference 2012: 1975-1982 - 2011
- [c1]Jonathan Scarlett, Jamie S. Evans, Subhrakanti Dey:
How much training is needed in fading multiple access channels? ISWCS 2011: 527-531 - [i1]Jonathan Scarlett, Jamie S. Evans, Subhrakanti Dey:
On the Tradeoff Between Multiuser Diversity and Training Overhead in Multiple Access Channels. CoRR abs/1105.3531 (2011)
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last updated on 2018-04-16 20:29 CEST by the dblp team