11/22 - Belief Propagation with Quantum Messages for Symmetric Classical-Quantum Channels presented at ITW 2022 arXiv
08/22 - Former group member Narayanan Rengaswamy joins University of Arizona as an Assistant Professor
08/22 - An Information-Theoretic Perspective on Successive Cancellation List Decoding and Polar Code Design appears in IT Transactions
07/22 - Adaptive procedures for discriminating between arbitrary tensor-product quantum states appears in Physical Review A
07/22 - Belief Propagation with Quantum Messages for Symmetric Classical-Quantum Channels accepted to ITW 2022
06/22 - STOC 2022 Recent Advances in Coding Theory Workshop presentation on our recent work showing Reed-Muller Codes Achieve Capacity on BMS Channels (joint with Galen Reeves) slides
10/21 - Reed-Muller Codes Achieve Capacity on BMS Channels (joint with Galen Reeves) posted to arXiv with lastest update here based on feedback
07/21 - Congratulations to group member Sarah Brandsen on her successful PhD defense!
07/21 - Very happy to be part of the 2021 Information Theory Society Paper Award
07/21 - Hölder Bounds for Sensitivity Analysis in Causal Reasoning presented at ICML Workshop on Neglected Assumptions In Causal Inference
07/21 - Trellis BMA: Coded Trace Reconstruction on IDS Channels for DNA Storage presented at ISIT 2021
07/21 - On the Duality Between the BSC and Quantum PSC presented at ISIT 2021 (arXiv version)
07/21 - Polar Codes for Channels with Insertions, Deletions, and Substitutions presented at ISIT 2021
06/21 - Belief propagation with quantum messages for quantum-enhanced classical communications appears in npj Quantum Information
06/21 - Learned Decimation for Neural Belief Propagation Decoders presented at ICASSP 2021
04/21 - An Information-Theoretic Perspective on Successive Cancellation List Decoding and Polar Code Design submitted to IT Transactions
12/20 - Pruning and Quantizing Neural Belief Propagation Decoders published in JSAC
11/20 - Physics-Based Deep Learning for Fiber-Optic Communication Systems published in JSAC
10/20 - Model-Based Machine Learning for Joint Digital Backpropagation and PMD Compensation published in JLT
09/20 - Former group member Narayanan Rengaswamy joins University of Arizona as a post-doctoral researcher
07/20 - Bounds on the List Size of Successive Cancellation List Decoding presented at SPCOM
06/20 - Quantum Advantage via Qubit Belief-Propagation presented at ISIT 2020
06/20 - Successive Cancellation Inactivation Decoding for Modified Reed-Muller and eBCH Codes presented at ISIT 2020
06/20 - Pruning Neural Belief Propagation Decoders presented at ISIT 2020
06/20 - Classical Coding Problem from Transversal T Gates presented at ISIT 2020
06/20 - Adaptive Procedures for Discrimination Between Arbitrary Tensor-Product Quantum States presented at ISIT 2020
06/20 - Decoding Reed-Muller Codes Using Redundant Code Constraints presented at ISIT 2020
06/20 - Reinforcement Learning with Neural Networks for Quantum Multiple Hypothesis Testing presented at ISIT 2020
06/20 - Efficient Maximum-Likelihood Decoding of Reed-Muller RM(m-3,m) Codes presented at ISIT 2020
03/20 - Model-Based Machine Learning for Joint Digital Backpropagation and PMD Compensation presented at OFC 2020
02/20 - Group member Narayanan Rengaswamy presents at ITA 2020 graduation day
11/19 - Congratulations to group member Mengke Lian on his successful PhD defense!
08/19 - Unifying the Clifford Hierarchy via Symmetric Matrices over Rings published in PRA
06/19 - Reinforcement Learning for Channel Coding: Learned Bit-Flipping Decoding accepted to Allerton 2019
04/19 - Kerdock Codes Determine Unitary 2-Designs accepted to ISIT 2019
04/19 - Learned Belief-Propagation Decoding with Simple Scaling and SNR Adaptation accepted to ISIT 2019
04/19 - Polar Codes for the Deletion Channel: Weak and Strong Polarization accepted to ISIT 2019
01/19 - The replica-symmetric prediction for random linear estimation with Gaussian matrices is exact appears in IT Transactions
04/18 - Deep Learning of the Nonlinear Schrödinger Equation in Fiber-Optic Communications accepted by ISIT 2018
04/18 - Synthesis of Logical Clifford Operators via Symplectic Geometry accepted by ISIT 2018
04/18 - Decoding Reed-Muller Codes Using Minimum-Weight Parity Checks accepted by ISIT 2018
04/18 - Mutual information as a function of matrix snr for linear gaussian channels accepted to ISIT 2018
03/18 - Approaching miscorrection-free performance of product codes with anchor decoding appears in TCOM
12/17 - Jack Keil Wolf Lecture on Information Theory and Applications at UC San Diego
12/17 - Nonlinear Interference Mitigation via Deep Neural Networks accepted by OFC 2018
07/17 - Paper proving Reed-Muller (and some BCH codes) achieve capacity on the BEC appears in the Transactions on IT
04/17 - Congratulations to Christian Häger on winning a Marie Sklodowska Curie Postdoctoral Fellowship
03/17 - Paper on feedback capacity of finite-state channels appears in the Transactions on IT
03/17 - Density evolution for deterministic generalized product codes on the binary erasure channel at high rates appears in IT Transactions
11/16 - Group member Mohammad Sanatkar successfully defends his PhD thesis at Duke
08/16 - New group member Christian Häger joins Duke as a post-doctoral researcher
04/16 - “Reed-Muller Codes Achieve Capacity on Erasure Channels” is selected as one of three best papers at STOC 2016
04/16 - Group alumnus Santhosh Kumar is one of the finalists in the Shannon Centennial Student Competition organized by Bell Labs, Nokia
02/16 - I'm helping to organize the 2016 North American School of Information Theory at Duke University
01/16 - The video of our ISIT Plenary on Reed-Muller Codes is now posted (see time 11:40 for a surprise)
01/16 - Our IT submission proving that Reed-Muller (and some BCH codes) achieve capacity on the BEC is now posted on arXiv
10/15 - Group member Santhosh Kumar successfully defends his PhD thesis at Texas A&M
03/15 - I'm helping to organize the 2015 Sensing and Analysis of High Dimensional Data (SAHD) workshop at Duke
03/15 - This semester I am visiting the Simons Institute at Berkeley for the information theory program
01/15 - I will be serving as an IT Society Distinguished Lecturer for 2015-2016
12/14 - Our threshold saturation paper for spatially-coupled LDPC and LDGM codes on BMS channels is now available in the Transactions on Information Theory
11/14 - Our threshold saturation paper for spatially-coupled scalar systems is now available in the Transactions on Information Theory
10/14 - I'm helping to organize a workshop in honor of Robert Calderbank's 60th birthday
08/14 - I'm now an associate professor at Duke University
03/14 - Try this spatially-coupled sudoku
01/14 - Lecturers have been chosen for the 2014 North American School on Information Theory
01/14 - Recent results on spatial coupling posted to arXiv: Scalar recursions & BMS channels