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Treffer 1 - 25 von 23031, Suchdauer: 0.51s

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1
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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2
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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3
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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4
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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5
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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6
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. :1-27
- Zum Volltext (via ReDI)
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7
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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8
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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9
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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10
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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11
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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12
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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13
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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14
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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15
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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16
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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17
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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18
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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19
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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20
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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21
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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22
Black-Box Rare-Event Simulation for Safety Testing of AI Agents: An Overview

von Bai, Yuan-Lu ; Huang, Zhi-Yuan ; Lam, Henry ; et al.

Journal of the Operations Research Society of China. 13(3):750-774
- Zum Volltext (via ReDI)
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23
LLM Embeddings Improve Test-time Adaptation to Tabular $Y|X$-Shifts

von Zeng, Yibo ; Liu, Jiashuo ; Lam, Henry ; et al.

Schlagworte: Computer Science - Machine Learning; Computer Science - Artificial Intelligence; Mathematics - Optimization and Control; Statistics - Machine Learning
- View full text via Arxiv
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24
Targeted Protein O‑GlcNAcylation Using Bifunctional Small Molecules

von Ma, Bowen ; Khan, Khadija Shahed ; Xu, Tongyang ; et al.

Journal of the American Chemical Society. 146(14):9779-9789
- View full text at ACS Publications
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25
Statistically Optimal Uncertainty Quantification for Expensive Black-Box Models

von He, Shengyi ; Lam, Henry

Schlagworte: Statistics - Methodology; Statistics - Computation
- View full text via Arxiv
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12 3 4 5 6 7 8 9 10 11 weiter »

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