Eric Lei

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 20

Top Topics

Top Venues

IEEE J. Sel. Areas Inf. Theory

Publications

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)