Serge Kas Hanna | DeepAI

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∙ 04/19/2023

Optimal Codes Detecting Deletions in Concatenated Binary Strings Applied to Trace Reconstruction

Consider two or more strings 𝐱^1,𝐱^2,…, that are concatenated to form 𝐱=...

0 Serge Kas Hanna, et al. ∙

∙ 04/17/2023

Fast and Straggler-Tolerant Distributed SGD with Reduced Computation Load

In distributed machine learning, a central node outsources computational...

0 Maximilian Egger, et al. ∙

∙ 02/17/2023

Codes Correcting Burst and Arbitrary Erasures for Reliable and Low-Latency Communication

Motivated by modern network communication applications which require low...

0 Serge Kas Hanna, et al. ∙

∙ 08/04/2022

Adaptive Stochastic Gradient Descent for Fast and Communication-Efficient Distributed Learning

We consider the setting where a master wants to run a distributed stocha...

0 Serge Kas Hanna, et al. ∙

∙ 07/11/2022

Coding for Trace Reconstruction over Multiple Channels with Vanishing Deletion Probabilities

Motivated by DNA-based storage applications, we study the problem of rec...

0 Serge Kas Hanna, et al. ∙

∙ 05/05/2021

Optimal Codes Correcting Localized Deletions

We consider the problem of constructing codes that can correct deletions...

0 Rawad Bitar, et al. ∙

∙ 05/01/2021

Detecting Deletions and Insertions in Concatenated Strings with Optimal Redundancy

We study codes that can detect the exact number of deletions and inserti...

0 Serge Kas Hanna, et al. ∙

∙ 02/25/2020

Adaptive Distributed Stochastic Gradient Descent for Minimizing Delay in the Presence of Stragglers

We consider the setting where a master wants to run a distributed stocha...

0 Serge Kas Hanna, et al. ∙

∙ 10/16/2018

List Decoding of Deletions Using Guess & Check Codes

Guess & Check (GC) codes are systematic binary codes that can correct mu...

0 Serge Kas Hanna, et al. ∙

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