Homa Esfahanizadeh

About Homa Esfahanizadeh

Homa Esfahanizadeh, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Machine Learning, Data Privacy, Information Theory, Communication Networks, Distributed Computation.

His recent articles reflect a diverse array of research interests and contributions to the field:

On the Benefits of Coding for Network Slicing

Harnessing Degrees of Freedom of Spatially Coupled Graph Codes for Agile Data Storage

Successive Refinement in Large-Scale Computation: Advancing Model Inference Applications

TexShape: Information Theoretic Sentence Embedding for Language Models

Lightning: A reconfigurable photonic-electronic smartnic for fast and energy-efficient inference

A non-asymptotic analysis of mismatched guesswork

Millimeter-Wave Testbed and Modeling in NeXt Generation URLLC Communications

InfoShape: Task-based neural data shaping via mutual information

Homa Esfahanizadeh Information

University

Position

Postdoctoral Associate (MIT)

Citations(all)

293

Citations(since 2020)

212

Cited By

156

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

11

i10Index(since 2020)

10

Email

University Profile Page

Google Scholar

Homa Esfahanizadeh Skills & Research Interests

Machine Learning

Data Privacy

Information Theory

Communication Networks

Distributed Computation

Top articles of Homa Esfahanizadeh

On the Benefits of Coding for Network Slicing

arXiv preprint arXiv:2404.17686

2024/4/26

Homa Esfahanizadeh
Homa Esfahanizadeh

H-Index: 7

Harnessing Degrees of Freedom of Spatially Coupled Graph Codes for Agile Data Storage

IEEE BITS the Information Theory Magazine

2024/2/27

Homa Esfahanizadeh
Homa Esfahanizadeh

H-Index: 7

Lev Tauz
Lev Tauz

H-Index: 2

Lara Dolecek
Lara Dolecek

H-Index: 24

Successive Refinement in Large-Scale Computation: Advancing Model Inference Applications

arXiv preprint arXiv:2402.07229

2024/2/11

Homa Esfahanizadeh
Homa Esfahanizadeh

H-Index: 7

Muriel Medard
Muriel Medard

H-Index: 42

TexShape: Information Theoretic Sentence Embedding for Language Models

arXiv preprint arXiv:2402.05132

2024/2/5

Homa Esfahanizadeh
Homa Esfahanizadeh

H-Index: 7

Muriel Medard
Muriel Medard

H-Index: 42

Lightning: A reconfigurable photonic-electronic smartnic for fast and energy-efficient inference

2023/9/10

A non-asymptotic analysis of mismatched guesswork

2023/6/25

Homa Esfahanizadeh
Homa Esfahanizadeh

H-Index: 7

Millimeter-Wave Testbed and Modeling in NeXt Generation URLLC Communications

2023/6/12

InfoShape: Task-based neural data shaping via mutual information

2023/6/4

Sliding Window Network Coding Enables NeXt Generation URLLC Millimeter-Wave Networks

IEEE Networking Letters

2023/4/21

PEOPL: Characterizing Privately Encoded Open Datasets with Public Labels

arXiv preprint arXiv:2304.00047

2023/3/31

Distributed computations with layered resolution

2022/11/7

Homa Esfahanizadeh
Homa Esfahanizadeh

H-Index: 7

A Bivariate Invariance Principle

2022/11/1

Homa Esfahanizadeh
Homa Esfahanizadeh

H-Index: 7

A Unified, SNR-Aware SC-LDPC Code Design With Applications to Magnetic Recording

IEEE Transactions on Magnetics

2022/9/6

Ultra-reliable low-latency millimeter-wave communications with sliding window network coding

arXiv preprint arXiv:2205.00793

2022/5/2

Millimeter-wave in milliseconds: Sliding window network coding outperforms Rateless codes

CoRR

2022/5

Stream Iterative Distributed Coded Computing for Learning Applications in Heterogeneous Systems

2022/4/27

Homa Esfahanizadeh
Homa Esfahanizadeh

H-Index: 7

A unified spatially coupled code design: Threshold, cycles, and locality

arXiv preprint arXiv:2203.02052

2022/3/3

Syfer: Neural obfuscation for private data release

arXiv preprint arXiv:2201.12406

2022/1/28

Adam Yala
Adam Yala

H-Index: 7

Victor Quach
Victor Quach

H-Index: 1

Homa Esfahanizadeh
Homa Esfahanizadeh

H-Index: 7

Bringing network coding into SDN: Architectural study for meshed heterogeneous communications

IEEE Communications Magazine

2021/4

See List of Professors in Homa Esfahanizadeh University(Massachusetts Institute of Technology)

Co-Authors

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