Nelvin Tan

19 papers A 1B 2Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Improved Evidence Extraction for Document Inconsistency Detection with LLMs.
CoRR
Nelvin Tan, Yaowen Zhang, James Asikin Cheung, Fusheng Liu, Yu-Ching Shih, Dong Yang
2025 J jnl
Does Using Counterfactual Help LLMs Explain Textual Importance in Classification?
CoRR
Nelvin Tan, James Asikin Cheung, Yu-Ching Shih, Dong Yang, Amol Salunkhe
2025 — conf
Flexible and Efficient Drift Detection Without Labels.
ICDM (Workshops)
Nelvin Tan, Yu-Ching Shih, Dong Yang, Amol Salunkhe
2025 J jnl
Flexible and Efficient Drift Detection without Labels.
CoRR
Nelvin Tan, Yu-Ching Shih, Dong Yang, Amol Salunkhe
2025 J jnl
Improved LLM Agents for Financial Document Question Answering.
CoRR
Nelvin Tan, Zian Seng, Liang Zhang, Yu-Ching Shih, Dong Yang, Amol Salunkhe
2025 J jnl
Quantitative Group Testing and Pooled Data in the Linear Regime With Sublinear Tests.
IEEE Trans. Inf. Theory
Nelvin Tan, Pablo Pascual Cobo, Ramji Venkataramanan
2024 J jnl
Approximate Message Passing with Rigorous Guarantees for Pooled Data and Quantitative Group Testing.
SIAM J. Math. Data Sci.
Nelvin Tan, Pablo Pascual Cobo, Jonathan Scarlett, Ramji Venkataramanan
2024 J jnl
Quantitative Group Testing and Pooled Data in the Linear Regime with Sublinear Tests.
CoRR
Nelvin Tan, Pablo Pascual Cobo, Ramji Venkataramanan
2023 J jnl
Approximate Message Passing with Rigorous Guarantees for Pooled Data and Quantitative Group Testing.
CoRR
Nelvin Tan, Jonathan Scarlett, Ramji Venkataramanan
2023 A conf
Mixed Linear Regression via Approximate Message Passing.
AISTATS
Nelvin Tan, Ramji Venkataramanan
2023 J jnl
Mixed Regression via Approximate Message Passing.
CoRR
Nelvin Tan, Ramji Venkataramanan
2023 J jnl
Mixed Regression via Approximate Message Passing.
J. Mach. Learn. Res.
Nelvin Tan, Ramji Venkataramanan
2023 J jnl
Performance Bounds for Group Testing With Doubly-Regular Designs.
IEEE Trans. Inf. Theory
Nelvin Tan, Way Tan, Jonathan Scarlett
2022 J jnl
Near-Optimal Sparsity-Constrained Group Testing: Improved Bounds and Algorithms.
IEEE Trans. Inf. Theory
Oliver Gebhard, Max Hahn-Klimroth, Olaf Parczyk, Manuel Penschuck, Maurice Rolvien, Jonathan Scarlett, Nelvin Tan
2022 J jnl
Performance Bounds for Group Testing With Doubly-Regular Designs.
CoRR
Nelvin Tan, Way Tan, Jonathan Scarlett
2021 B conf
An Analysis of the DD Algorithm for Group Testing with Size-Constrained Tests.
ISIT
Nelvin Tan, Jonathan Scarlett
2021 J jnl
Fast Splitting Algorithms for Sparsity-Constrained and Noisy Group Testing.
CoRR
Eric Price, Jonathan Scarlett, Nelvin Tan
2020 J jnl
Improved Bounds and Algorithms for Sparsity-Constrained Group Testing.
CoRR
Nelvin Tan, Jonathan Scarlett
2020 B conf
Near-Optimal Sparse Adaptive Group Testing.
ISIT
Nelvin Tan, Jonathan Scarlett