Lan V. Truong

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 46

Top Topics

Kernel Learning

Generalization Bounds

Top Venues

IEEE Trans. Inf. Theory

Publications

Lan V. Truong, Albert Guillén i Fàbregas
Generalized Random Gilbert-Varshamov Codes: Typical Error Exponent and Concentration Properties. IEEE Trans. Inf. Theory 70 (2) (2024)
Lan V. Truong, Giuseppe Cocco, Josep Font-Segura, Albert Guillén i Fàbregas
Corrections to "Concentration Properties of Random Codes". IEEE Trans. Inf. Theory 70 (7) (2024)
Lan V. Truong
Replica Analysis of the Linear Model With Markov or Hidden Markov Signal Priors. IEEE Trans. Inf. Theory 69 (12) (2023)
Lan V. Truong
Variable-Complexity Weighted-Tempered Gibbs Samplers for Bayesian Variable Selection. CoRR (2023)
Lan V. Truong, Albert Guillén i Fàbregas
Concentration Properties of Generalized Random Gilbert-Varshamov Codes. ITW (2023)
Lan V. Truong, Giuseppe Cocco, Josep Font-Segura, Albert Guillén i Fàbregas
Concentration Properties of Random Codes. IEEE Trans. Inf. Theory 69 (12) (2023)
Lan V. Truong
Global Convergence Rate of Deep Equilibrium Models with General Activations. CoRR (2023)
Lan V. Truong
Fundamental limits and algorithms for sparse linear regression with sublinear sparsity. J. Mach. Learn. Res. 24 (2023)
Lan V. Truong, Albert Guillén i Fàbregas
Generalized Random Gilbert-Varshamov Codes: Typical Error Exponent and Concentration Properties. CoRR (2022)
Lan V. Truong
Generative Adversarial Nets: Can we generate a new dataset based on only one training set? CoRR (2022)
Lan V. Truong, Josep Font-Segura, Giuseppe Cocco, Albert Guillén i Fàbregas
Convergence in Distribution of the Error Exponent of Random Codes at Zero Rate. ITW (2022)
Lan V. Truong
Generalization Error Bounds on Deep Learning with Markov Datasets. CoRR (2022)
Lan V. Truong
Generalization Bounds on Multi-Kernel Learning with Mixed Datasets. CoRR (2022)
Lan V. Truong
Generalization Error Bounds on Deep Learning with Markov Datasets. NeurIPS (2022)
Lan V. Truong
On Rademacher Complexity-based Generalization Bounds for Deep Learning. CoRR (2022)
Lan V. Truong, Giuseppe Cocco, Josep Font-Segura, Albert Guillén i Fàbregas
Concentration Properties of Random Codes. CoRR (2022)
Lan V. Truong
On Linear Model with Markov Signal Priors. AISTATS (2022)
Lan V. Truong
The fundamental limits of sparse linear regression with sublinear sparsity. CoRR (2021)
Lan V. Truong
Linear Models with Hidden Markov Sources via Replica Method. ISIT (2021)
Lan V. Truong, Giuseppe Cocco, Josep Font-Segura, Albert Guillén i Fàbregas
Concentration of Random-Coding Error Exponents. ITW (2021)
Lan V. Truong, Hirosuke Yamamoto
On the Capacity of Symmetric M-User Gaussian Interference Channels With Feedback. IEEE Trans. Inf. Theory 66 (2) (2020)
Lan V. Truong, Matthew Aldridge, Jonathan Scarlett
On the All-or-Nothing Behavior of Bernoulli Group Testing. IEEE J. Sel. Areas Inf. Theory 1 (3) (2020)
Lan V. Truong, Jonathan Scarlett
On Gap-Based Lower Bounding Techniques for Best-Arm Identification. Entropy 22 (7) (2020)
Lan V. Truong, Jonathan Scarlett
Support Recovery in the Phase Retrieval Model: Information-Theoretic Fundamental Limit. IEEE Trans. Inf. Theory 66 (12) (2020)
Lan V. Truong
Replica Analysis of the Linear Model with Markov or Hidden Markov Signal Priors. CoRR (2020)
Lan V. Truong, Jonathan Scarlett
On the All-Or-Nothing Behavior of Bernoulli Group Testing. CoRR (2020)
Lan V. Truong, Jonathan Scarlett
Support Recovery in the Phase Retrieval Model: Information-Theoretic Fundamental Limits. CoRR (2019)
Lan V. Truong, Jonathan Scarlett
On the Information-Theoretic Limits of Noisy Sparse Phase Retrieval. ITW (2019)
Lan V. Truong
Performance of Viterbi Decoding With and Without ARQ on Rician Fading Channels. IEEE Trans. Commun. 67 (2) (2019)
Lan V. Truong, Vincent Y. F. Tan
Moderate Deviation Asymptotics for Variable-Length Codes With Feedback. IEEE Trans. Inf. Theory 65 (7) (2019)
Lan V. Truong, Vincent Y. F. Tan
The Reliability Function of Variable-Length Lossy Joint Source-Channel Coding With Feedback. IEEE Trans. Inf. Theory 65 (8) (2019)
Lan V. Truong, Vincent Y. F. Tan
The Optimal Compression Rate of Variable-to-Fixed Length Source Coding with a Non-Vanishing Excess-Distortion Probability. CoRR (2018)
Lan V. Truong
Performance of Viterbi Decoding on Interleaved Rician Fading Channels. ISIT (2018)
Lan V. Truong, Hirosuke Yamamoto
On the Capacity of Symmetric M-user Gaussian Interference Channels with Feedback. CoRR (2018)
Lan V. Truong, Vincent Y. F. Tan
On Gaussian MACs With Variable-Length Feedback and Non-Vanishing Error Probabilities. IEEE Trans. Inf. Theory 64 (4) (2018)
Lan V. Truong, Vincent Y. F. Tan
The Reliability Function of Lossy Source-Channel Coding of Variable-Length Codes with Feedback. ISIT (2018)
Lan V. Truong, Hirosuke Yamamoto
Posterior Matching for Gaussian Broadcast Channels with Feedback. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (5) (2017)
Lan V. Truong, Vincent Y. F. Tan
The Reliability Function of Lossy Source-Channel Coding of Variable-Length Codes with Feedback. CoRR (2017)
Lan V. Truong, Vincent Y. F. Tan
On the Reliability Function of the Common-Message Broadcast Channel with Variable-Length Feedback. CoRR (2017)
Lan V. Truong, Vincent Y. F. Tan
On the Gaussian MAC with stop-feedback. ISIT (2017)
Lan V. Truong, Vincent Y. F. Tan
Moderate Deviation Asymptotics for Variable-Length Codes with Feedback. CoRR (2017)
Lan V. Truong, Vincent Y. F. Tan
Error exponent of the common-message broadcast channel with variable-length feedback. ISIT (2017)
Lan V. Truong
Performance of Viterbi Decoding on Interleaved Rician Fading Channels. CoRR (2017)
Lan V. Truong, Silas L. Fong, Vincent Y. F. Tan
On Gaussian Channels With Feedback Under Expected Power Constraints and With Non-Vanishing Error Probabilities. IEEE Trans. Inf. Theory 63 (3) (2017)
Lan V. Truong, Vincent Y. F. Tan
On AWGN Channels and Gaussian MACs with Variable-Length Feedback. CoRR (2016)
Lan V. Truong, Silas L. Fong, Vincent Y. F. Tan
On second-order asymptotics of AWGN channels with feedback under the expected power constraint. ISIT (2016)
Lan V. Truong, Silas L. Fong, Vincent Y. F. Tan
On Gaussian Channels with Feedback under Expected Power Constraints and with Non-Vanishing Error Probabilities. CoRR (2015)
Lan V. Truong, Hirosuke Yamamoto
On the capacity of symmetric Gaussian interference channels with feedback. ISIT (2015)
Lan V. Truong
On the Capacity of Symmetric Gaussian Interference Channel with Feedback. CoRR (2015)
Lan V. Truong
Posterior matching scheme for Gaussian multiple access channel with feedback. ITW (2014)
Lan V. Truong
Posterior Matching Scheme for Gaussian Broadcast Channel with Feedback. CoRR (2014)
Lan V. Truong, Wojciech Szpankowski
Capacity of a Structural Binary Symmetric Channel. ISIT (2013)
Lan V. Truong
Posterior Matching Scheme for Gaussian Multiple Access Channel with Feedback CoRR (2012)