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Eric Lei
ORCID
Publication Activity (10 Years)
Years Active: 2015-2024
Publications (10 Years): 20
Top Topics
Deep Learning
Top Venues
CoRR
ISIT
IEEE J. Sel. Areas Inf. Theory
L4DC
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Publications
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Eric Lei
,
Hamed Hassani
,
Shirin Saeedi Bidokhti
Approaching Rate-Distortion Limits in Neural Compression with Lattice Transform Coding.
CoRR
(2024)
Eric Lei
,
Hamed Hassani
,
Shirin Saeedi Bidokhti
On a Relation Between the Rate-Distortion Function and Optimal Transport.
CoRR
(2023)
Eric Lei
,
Hamed Hassani
,
Shirin Saeedi Bidokhti
Federated Neural Compression Under Heterogeneous Data.
ISIT
(2023)
Eric Lei
,
Yigit Berkay Uslu
,
Hamed Hassani
,
Shirin Saeedi Bidokhti
Text + Sketch: Image Compression at Ultra Low Rates.
CoRR
(2023)
Eric Lei
,
Arman Adibi
,
Hamed Hassani
Score-Based Methods for Discrete Optimization in Deep Learning.
CoRR
(2023)
Eric Lei
,
Hamed Hassani
,
Shirin Saeedi Bidokhti
Federated Neural Compression Under Heterogeneous Data.
CoRR
(2023)
Eric Lei
,
Muhammad Asad Lodhi
,
Jiahao Pang
,
Junghyun Ahn
,
Dong Tian
WrappingNet: Mesh Autoencoder via Deep Sphere Deformation.
CoRR
(2023)
Eric Lei
,
Hamed Hassani
,
Shirin Saeedi Bidokhti
On a Relation Between the Rate-Distortion Function and Optimal Transport.
Tiny Papers @ ICLR
(2023)
Eric Lei
,
Hamed Hassani
,
Shirin Saeedi Bidokhti
Neural Estimation of the Rate-Distortion Function With Applications to Operational Source Coding.
CoRR
(2022)
Eric Lei
,
Hamed Hassani
,
Shirin Saeedi Bidokhti
Neural Estimation of the Rate-Distortion Function for Massive Datasets.
ISIT
(2022)
Eric Lei
,
Hamed Hassani
,
Shirin Saeedi Bidokhti
Neural Estimation of the Rate-Distortion Function With Applications to Operational Source Coding.
IEEE J. Sel. Areas Inf. Theory
3 (4) (2022)
Emre Gönültas
,
Eric Lei
,
Jack Langerman
,
Howard Huang
,
Christoph Studer
CSI-Based Multi-Antenna and Multi-Point Indoor Positioning Using Probability Fusion.
IEEE Trans. Wirel. Commun.
21 (4) (2022)
Raghu Arghal
,
Eric Lei
,
Shirin Saeedi Bidokhti
Robust Graph Neural Networks via Probabilistic Lipschitz Constraints.
L4DC
(2022)
Eric Lei
,
Hamed Hassani
,
Shirin Saeedi Bidokhti
Out-of-Distribution Robustness in Deep Learning Compression.
CoRR
(2021)
Raghu Arghal
,
Eric Lei
,
Shirin Saeedi Bidokhti
Robust Graph Neural Networks via Probabilistic Lipschitz Constraints.
CoRR
(2021)
Emre Gönültas
,
Eric Lei
,
Jack Langerman
,
Howard Huang
,
Christoph Studer
CSI-Based Multi-Antenna and Multi-Point Indoor Positioning Using Probability Fusion.
CoRR
(2020)
Eric Lei
,
Oscar Castañeda
,
Olav Tirkkonen
,
Tom Goldstein
,
Christoph Studer
Siamese Neural Networks for Wireless Positioning and Channel Charting.
CoRR
(2019)
Eric Lei
,
Oscar Castañeda
,
Olav Tirkkonen
,
Tom Goldstein
,
Christoph Studer
Siamese Neural Networks for Wireless Positioning and Channel Charting.
Allerton
(2019)
Igor Gitman
,
Jieshi Chen
,
Eric Lei
,
Artur Dubrawski
Novel Prediction Techniques Based on Clusterwise Linear Regression.
CoRR
(2018)
Eric Lei
,
Kyle Miller
,
Artur Dubrawski
Learning Mixtures of Multi-Output Regression Models by Correlation Clustering for Multi-View Data.
CoRR
(2017)
Anna Karlin
,
Eric Lei
On a Competitive Secretary Problem.
AAAI
(2015)