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Treffer 1 - 25 von 23081, Suchdauer: 0.49s

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1
Studentized Cheap Bootstrap: Achieving Higher-Order Coverage Accuracy with Low Computation

von He, Shengyi ; Lam, Henry ; Yan, Yunhao

Schlagworte: Methodology; Statistics Theory; 62G09, 62E20, 62F25
- View full text via Arxiv
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2
A Min-Max Gradient Search Method for Constrained Simulation Optimization

von Jin, Ruiyang ; Gao, Siyang ; Lam, Henry

Schlagworte: Optimization and Control; 14J60 (Primary) 82M60, 90C26 (Secondary)
- View full text via Arxiv
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3
Efficient Uncertainty Quantification of Bagging via the Cheap Bootstrap

von Chowdhury, Arindam Roy ; Lam, Henry

2025 Winter Simulation Conference (WSC) Winter Simulation Conference (WSC), 2025. :3442-3453 Dec, 2025
- Zum Volltext in IEEE Xplore
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4
Control Variates Beyond Mean: Variance Reduction for Nonlinear Statistical Quantities

von Lam, Henry ; Wang, Zitong

2025 Winter Simulation Conference (WSC) Winter Simulation Conference (WSC), 2025. :295-306 Dec, 2025
- Zum Volltext in IEEE Xplore
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5
Higher-Order Expansion and Bartlett Correctability of Distributionally Robust Optimization.

von He, Shengyi ; Lam, Henry

Mathematics of Operations Research (INFORMS). May2026, Vol. 51 Issue 2, p1538-1584. 47p.

Schlagworte: Asymptotic expansions; Karush-Kuhn-Tucker conditions; Robust optimization; Statistical measurement; Likelihood ratio tests; Confidence intervals; Asymptotic analysis
- » Zum Volltext
- » Zum Volltext
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6
SOCRATES: Simulation Optimization with Correlated Replicas and Adaptive Trajectory Evaluations

von Zhang, Haoting ; Chen, Haoxian ; Zhan, Donglin ; et al.

Schlagworte: Machine Learning
- View full text via Arxiv
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7
Extreme conformal prediction: Reliable intervals for high-impact events

von Pasche, Olivier C. ; Lam, Henry ; Engelke, Sebastian

Extremes: Statistical Theory and Applications in Science, Engineering and Economics. 29(2):129-155
- Zum Volltext (via ReDI)
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8
Exploring the Potentials of Silver Nanoparticles in Overcoming Cisplatin Resistance in Lung Adenocarcinoma: Insights from Proteomic and Xenograft Mice Studies

von Wong, Tin Yan ; Wang, Yan ; Kwan, Kenneth Kin Leung ; et al.

ACS Nano. 19(39):34708-34723
- View full text at ACS Publications
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9
The Bias-Variance Tradeoff in Data-Driven Optimization: A Local Misspecification Perspective

von Lan, Haixiang ; Liao, Luofeng ; Elmachtoub, Adam N. ; et al.

Schlagworte: Machine Learning
- View full text via Arxiv
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10
Importance Sampling of Rare Events for Distribution Networks with Stochastic Loads

von Christianen, Mark ; Lam, Henry ; Vlasiou, Maria ; et al.

2024 Winter Simulation Conference (WSC) Winter Simulation Conference (WSC), 2024. :3590-3601 Dec, 2024
- Zum Volltext in IEEE Xplore
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11
Data-Driven Solutions and Uncertainty Quantification for Multistage Stochastic Optimization

von Yan, Yunhao ; Lam, Henry

2024 Winter Simulation Conference (WSC) Winter Simulation Conference (WSC), 2024. :3300-3311 Dec, 2024
- Zum Volltext in IEEE Xplore
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12
DRO: A Python Library for Distributionally Robust Optimization in Machine Learning

von Liu, Jiashuo ; Wang, Tianyu ; Lam, Henry ; et al.

Schlagworte: Computer Science - Machine Learning; Computer Science - Mathematical Software; Mathematics - Numerical Analysis
- View full text via Arxiv
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13
Deep Learning-Based Prediction of Decoy Spectra for False Discovery Rate Estimation in Spectral Library Searching

von Chan, Chak Ming Jerry ; Madej, Dominik ; Chung, Chun Kit Jason ; et al.

Journal of Proteome Research. 24(5):2235-2242
- View full text at ACS Publications
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14
Extreme Conformal Prediction: Reliable Intervals for High-Impact Events

von Pasche, Olivier C. ; Lam, Henry ; Engelke, Sebastian

Schlagworte: Methodology; Applications; Machine Learning
- View full text via Arxiv
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15
Query Mix-Max Method for FDR Estimation Supported by Entrapment Queries

von Madej, Dominik ; Lam, Henry

Journal of Proteome Research. 24(3):1135-1147
- View full text at ACS Publications
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16
PyViscount: Validating False Discovery Rate Estimation Methods via Random Search Space Partition

von Madej, Dominik ; Lam, Henry

Journal of Proteome Research. 24(3):1118-1134
- View full text at ACS Publications
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17
On the Impossibility of Statistically Improving Empirical Optimization: A Second Order Stochastic Dominance Perspective.

von Lam, Henry

Management Science (INFORMS). Dec2025, p1. 31p.
- » Zum Volltext
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18
The Proteomics Standards Initiative Standardized Formats for Spectral Libraries and Fragment Ion Peak Annotations: mzSpecLib and mzPAF

von Klein, Joshua ; Lam, Henry ; Mak, Tytus D. ; et al.

Analytical Chemistry. 96(46):18491-18501
- View full text at ACS Publications
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19
Stochastic Optimization with Optimal Importance Sampling

von Aolaritei, Liviu ; Van Parys, Bart P. G. ; Lam, Henry ; et al.

Schlagworte: Optimization and Control; Machine Learning; Statistics Theory
- View full text via Arxiv
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20
Dissecting the Impact of Model Misspecification in Data-driven Optimization

von Elmachtoub, Adam N. ; Lam, Henry ; Lan, Haixiang ; et al.

Schlagworte: Computer Science - Machine Learning
- View full text via Arxiv
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21
Resampling Stochastic Gradient Descent Cheaply

von Lam, Henry ; Wang, Zitong

2023 Winter Simulation Conference (WSC) Simulation Conference (WSC), 2023 Winter. :3681-3692 Dec, 2023
- Zum Volltext in IEEE Xplore
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22
Curse of Dimensionality in Rare-Event Simulation

von Bai, Yuanlu ; Dieker, Antonius B. ; Lam, Henry

2023 Winter Simulation Conference (WSC) Simulation Conference (WSC), 2023 Winter. :375-384 Dec, 2023
- Zum Volltext in IEEE Xplore
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23
Prediction-Enhanced Monte Carlo: A Machine Learning View on Control Variate

von Li, Fengpei ; Chen, Haoxian ; Lin, Jiahe ; et al.

Schlagworte: Statistics - Machine Learning; Computer Science - Computational Engineering, Finance, and Science; Computer Science - Machine Learning; Quantitative Finance - Pricing of Securities
- View full text via Arxiv
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24
Statistical Uncertainty Quantification for Expensive Black-Box Models: Methodologies and Input Uncertainty Applications

von Lam, Henry

2023 Winter Simulation Conference (WSC) Simulation Conference (WSC), 2023 Winter. :1501-1515 Dec, 2023
- Zum Volltext in IEEE Xplore
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25
Optimal Batching Under Computation Budget

von He, Shengyi ; Lam, Henry

2023 Winter Simulation Conference (WSC) Simulation Conference (WSC), 2023 Winter. :433-444 Dec, 2023
- Zum Volltext in IEEE Xplore
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12 3 4 5 6 7 8 9 10 11 weiter »

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