Nelvin Tan

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Sum Product Algorithm

Linear Regression

Top Venues

IEEE Trans. Inf. Theory

Publications

Nelvin Tan, Ramji Venkataramanan
Mixed Regression via Approximate Message Passing. CoRR (2023)
Nelvin Tan, Jonathan Scarlett, Ramji Venkataramanan
Approximate Message Passing with Rigorous Guarantees for Pooled Data and Quantitative Group Testing. CoRR (2023)
Nelvin Tan, Way Tan, Jonathan Scarlett
Performance Bounds for Group Testing With Doubly-Regular Designs. IEEE Trans. Inf. Theory 69 (2) (2023)
Nelvin Tan, Ramji Venkataramanan
Mixed Linear Regression via Approximate Message Passing. AISTATS (2023)
Nelvin Tan, Way Tan, Jonathan Scarlett
Performance Bounds for Group Testing With Doubly-Regular Designs. CoRR (2022)
Oliver Gebhard, Max Hahn-Klimroth, Olaf Parczyk, Manuel Penschuck, Maurice Rolvien, Jonathan Scarlett, Nelvin Tan
Near-Optimal Sparsity-Constrained Group Testing: Improved Bounds and Algorithms. IEEE Trans. Inf. Theory 68 (5) (2022)
Eric Price, Jonathan Scarlett, Nelvin Tan
Fast Splitting Algorithms for Sparsity-Constrained and Noisy Group Testing. CoRR (2021)
Nelvin Tan, Jonathan Scarlett
An Analysis of the DD Algorithm for Group Testing with Size-Constrained Tests. ISIT (2021)
Nelvin Tan, Jonathan Scarlett
Near-Optimal Sparse Adaptive Group Testing. ISIT (2020)
Nelvin Tan, Jonathan Scarlett
Improved Bounds and Algorithms for Sparsity-Constrained Group Testing. CoRR (2020)