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07/24/2023
Eliminating Media Noise While Preserving Storage Capacity: Reconfigurable Constrained Codes for Two-Dimensional Magnetic Recording
Magnetic recording devices are still competitive in the storage density ...
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04/29/2023
Quantum Spatially-Coupled Codes
Spatially-coupled (SC) codes is a class of convolutional LDPC codes that...
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04/27/2023
LDPC Decoders Prefer More Reliable Parity Bits: Unequal Data Protection Over BSC
Low-density parity-check (LDPC) codes are specified by graphs, and are t...
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02/17/2023
OTFS – Predictability in the Delay-Doppler Domain and its Value to Communication and Radar Sensing
In our first paper [2] we explained why the Zak-OTFS input-output (I/O) ...
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02/17/2023
OTFS – A Mathematical Foundation for Communication and Radar Sensing in the Delay-Doppler Domain
Orthogonal time frequency space (OTFS) is a framework for communication ...
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02/03/2023
Efficient Constrained Codes That Enable Page Separation in Modern Flash Memories
The pivotal storage density win achieved by solid-state devices over mag...
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04/27/2022
Divisible Codes for Quantum Computation
Divisible codes are defined by the property that codeword weights share ...
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11/14/2021
Read-and-Run Constrained Coding for Modern Flash Devices
The pivotal storage density win achieved by solid-state devices over mag...
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10/22/2021
Climbing the Diagonal Clifford Hierarchy
Magic state distillation and the Shor factoring algorithm make essential...
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09/18/2021
Breaking the Computational Bottleneck: Design of Near-Optimal High-Memory Spatially-Coupled Codes
Spatially-coupled (SC) codes, known for their threshold saturation pheno...
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03/19/2021
Hierarchical Hybrid Error Correction for Time-Sensitive Devices at the Edge
Computational storage, known as a solution to significantly reduce the l...
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02/24/2021
Binary Subspace Chirps
We describe in details the interplay between binary symplectic geometry ...
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01/25/2021
GRADE-AO: Towards Near-Optimal Spatially-Coupled Codes With High Memories
Spatially-coupled (SC) codes, known for their threshold saturation pheno...
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01/22/2021
Unequal Error Protection Achieves Threshold Gains on BEC and BSC via Higher Fidelity Messages
Because of their capacity-approaching performance, graph-based codes hav...
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10/31/2020
Mitigating Coherent Noise by Balancing Weight-2 Z-Stabilizers
Stochastic errors on quantum systems occur randomly but coherent errors ...
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10/21/2020
The Secret Arithmetic of Patterns: A General Method for Designing Constrained Codes Based on Lexicographic Indexing
Constrained codes are used to prevent errors from occurring in various d...
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10/10/2020
Power Spectra of Constrained Codes with Level-Based Signaling: Overcoming Finite-Length Challenges
Constrained codes are used to eliminate error-prone patterns in various ...
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09/19/2020
Hierarchical Coding for Cloud Storage: Topology-Adaptivity, Scalability, and Flexibility
In order to accommodate the ever-growing data from various, possibly ind...
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06/24/2020
Un-Weyl-ing the Clifford Hierarchy
The teleportation model of quantum computation introduced by Gottesman a...
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05/22/2020
Non-Binary Constrained Codes for Two-Dimensional Magnetic Recording
The two-dimensional magnetic recording (TDMR) technology promises storag...
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05/16/2020
Reconstruction of Multi-user Binary Subspace Chirps
We consider codebooks of Complex Grassmannian Lines consisting of Binary...
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01/26/2020
Coordinating Complementary Waveforms for Suppressing Range Sidelobes in a Doppler Band
We present a general method for constructing radar transmit pulse trains...
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01/14/2020
Classical Coding Problem from Transversal T Gates
Universal quantum computation requires the implementation of a logical n...
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01/13/2020
Topology-Aware Cooperative Data Protection in Blockchain-Based Decentralized Storage Networks
From currency to cloud storage systems, the continuous rise of the block...
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01/08/2020
Managing Device Lifecycle: Reconfigurable Constrained Codes for M/T/Q/P-LC Flash Memories
Flash memory devices are winning the competition for storage density aga...
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10/21/2019
On Optimality of CSS Codes for Transversal T
In order to perform universal fault-tolerant quantum computation, one ne...
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09/24/2019
Scale-Equivariant Neural Networks with Decomposed Convolutional Filters
Encoding the input scale information explicitly into the representation ...
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07/08/2019
Asymmetric LOCO Codes: Constrained Codes for Flash Memories
In data storage and data transmission, certain patterns are more likely ...
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06/30/2019
Logical Clifford Synthesis for Stabilizer Codes
Quantum error-correcting codes are used to protect qubits involved in qu...
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05/06/2019
Hierarchical Coding to Enable Scalability and Flexibility in Heterogeneous Cloud Storage
In order to accommodate the ever-growing data from various, possibly ind...
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04/16/2019
Kerdock Codes Determine Unitary 2-Designs
The non-linear binary Kerdock codes are known to be Gray images of certa...
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04/08/2019
Minimizing the Number of Detrimental Objects in Multi-Dimensional Graph-Based Codes
In order to meet the demands of data-hungry applications, data storage d...
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02/28/2019
LOCO Codes: Lexicographically-Ordered Constrained Codes
Line codes make it possible to mitigate interference, to prevent short p...
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01/29/2019
Geometric Matrix Completion with Deep Conditional Random Fields
The problem of completing high-dimensional matrices from a limited set o...
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08/01/2018
Orthogonal Time Frequency Space Modulation
This paper introduces a new two-dimensional modulation technique called ...
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07/04/2018
Regularizing Autoencoder-Based Matrix Completion Models via Manifold Learning
Autoencoders are popular among neural-network-based matrix completion mo...
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05/17/2018
RotDCF: Decomposition of Convolutional Filters for Rotation-Equivariant Deep Networks
Explicit encoding of group actions in deep features makes it possible fo...
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03/19/2018
Synthesis of Logical Clifford Operators via Symplectic Geometry
Quantum error-correcting codes can be used to protect qubits involved in...
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02/23/2018
Multi-scale Spectrum Sensing in 5G Cognitive Networks
A multi-scale approach to spectrum sensing is proposed to overcome the h...
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02/12/2018
DCFNet: Deep Neural Network with Decomposed Convolutional Filters
Filters in a Convolutional Neural Network (CNN) contain model parameters...
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01/27/2018
A Characterization of Guesswork on Swiftly Tilting Curves
Given a collection of strings, each with an associated probability of oc...
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01/14/2018
Compressed Neighbour Discovery using Sparse Kerdock Matrices
We study the network-wide neighbour discovery problem in wireless networ...
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11/16/2017
LDMNet: Low Dimensional Manifold Regularized Neural Networks
Deep neural networks have proved very successful on archetypal tasks for...
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07/11/2016
Bounds on the Number of Measurements for Reliable Compressive Classification
This paper studies the classification of high-dimensional Gaussian signa...
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05/08/2016
Rate-Distortion Bounds on Bayes Risk in Supervised Learning
We present an information-theoretic framework for bounding the number of...
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12/21/2015
GraphConnect: A Regularization Framework for Neural Networks
Deep neural networks have proved very successful in domains where large ...
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08/07/2015
Mismatch in the Classification of Linear Subspaces: Sufficient Conditions for Reliable Classification
This paper considers the classification of linear subspaces with mismatc...
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12/18/2014
Data Representation using the Weyl Transform
The Weyl transform is introduced as a rich framework for data representa...
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12/01/2014
Classification and Reconstruction of High-Dimensional Signals from Low-Dimensional Features in the Presence of Side Information
This paper offers a characterization of fundamental limits on the classi...
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01/26/2014