Nuojin Cheng

13 papers A* 1A 1Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fast algorithms for least squares problems with Kronecker lower subsets.
J. Sci. Comput.
Osman Asif Malik, Yiming Xu, Nuojin Cheng, Stephen Becker, Alireza Doostan, Akil Narayan
2025 A* conf
A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization.
ICML
Nuojin Cheng, Leonard Papenmeier, Stephen Becker, Luigi Nardi
2025 J jnl
A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization.
CoRR
Nuojin Cheng, Leonard Papenmeier, Stephen Becker, Luigi Nardi
2025 A conf
Exploring Exploration in Bayesian Optimization.
UAI
Leonard Papenmeier, Nuojin Cheng, Stephen Becker, Luigi Nardi
2025 J jnl
Exploring Exploration in Bayesian Optimization.
CoRR
Leonard Papenmeier, Nuojin Cheng, Stephen Becker, Luigi Nardi
2025 J jnl
Stochastic Subspace Descent Accelerated via Bi-fidelity Line Search.
CoRR
Nuojin Cheng, Alireza Doostan, Stephen Becker
2025 J jnl
Stochastic Subspace Descent Accelerated via Bi-fidelity Line Search.
Trans. Mach. Learn. Res.
Nuojin Cheng, Alireza Doostan, Stephen Becker
2024 J jnl
Subsampling of Parametric Models with Bifidelity Boosting.
SIAM/ASA J. Uncertain. Quantification
Nuojin Cheng, Osman Asif Malik, Yiming Xu, Stephen Becker, Alireza Doostan, Akil Narayan
2024 J jnl
Variational Entropy Search for Adjusting Expected Improvement.
CoRR
Nuojin Cheng, Stephen Becker
2023 J jnl
Bi-fidelity Variational Auto-encoder for Uncertainty Quantification.
CoRR
Nuojin Cheng, Osman Asif Malik, Stephen Becker, Alireza Doostan
2022 J jnl
Fast Algorithms for Monotone Lower Subsets of Kronecker Least Squares Problems.
CoRR
Osman Asif Malik, Yiming Xu, Nuojin Cheng, Stephen Becker, Alireza Doostan, Akil Narayan
2022 J jnl
Quadrature Sampling of Parametric Models with Bi-fidelity Boosting.
CoRR
Nuojin Cheng, Osman Asif Malik, Yiming Xu, Stephen Becker, Alireza Doostan, Akil Narayan
2021 J jnl
Machine learning application identifies novel gene signatures from transcriptomic data of spontaneous canine hemangiosarcoma.
Briefings Bioinform.
Nuojin Cheng, Ashley J. Schulte, Fadil Santosa, Jong Hyuk Kim