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Bayesian optimization with deep learning based pepper leaf disease detection for decision-making in the agricultural sector

• Authors : Asma A Alhashmi; Manal Abdullah Alohali; Nazir Ahmad Ijaz

Subjects: bayesian optimization; deep learning; pepper leaf disease detection

• Source: AIMS Mathematics, Vol 9, Iss 7, Pp 16826-16847 (2024)

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Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure

• Authors : Zou, Xinying; Perlaza, Samir, M.; Esnaola, Iñaki ...

Subjects: Supervised Machine Learning; Worst-Case; Generalization GapVancouverVancouver, Canada

• Source: AAAI 2024 - Conference on Artificial Intelligence ; https://inria.hal.science/hal-04353957 ; AAAI 2024 - Conference on Artificial Intelligence, Feb 2024, Vancouver, Canada. pp.17271-17279,

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Iterative Tuning of Tree-Ensemble-Based Models' parameters Using Bayesian Optimization for Breast Cancer Prediction ... : الضبط المتكرر لمعلمات النماذج القائمة على تجميع الأشجار باستخدام التحسين البايزي للتنبؤ بسرطان الثدي ...

• Authors : Ayman Alsabry; Malek Algabri

Subjects: Deep Learning in Medical Image Analysis; Artificial Intelligence; Computer Science

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An Optimal Framework Based on the GentleBoost Algorithm and Bayesian Optimization for the Prediction of Breast Cancer Patients' Survivability ... : إطار مثالي يعتمد على خوارزمية GentleBoost وتحسين Bayesian للتنبؤ ببقاء مرضى سرطان الثدي على قيد الحياة ...

• Authors : Ayman Alsabry; Malek Algabri; Amin Mohamed Ahsan

Subjects: Deep Learning in Medical Image Analysis; Artificial Intelligence; Computer Science

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Weak Convergence of the Conditional Set-Indexed Empirical Process for Missing at Random Functional Ergodic Data

• Authors : Bouzebda, Salim; Souddi, Youssouf; Madani, Fethi ...

Subjects: [STAT.TH]Statistics [stat]/Statistics Theory [stat.TH]; [MATH.MATH-FA]Mathematics [math]/Functional Analysis [math.FA]; [MATH.MATH-PR]Mathematics [math]/Probability [math.PR]

• Source: ISSN: 2227-7390 ; Mathematics ; https://hal.science/hal-04427506 ; Mathematics , 2024, 12 (3), pp.448. ⟨10.3390/math12030448⟩.

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On Ranking-based Tests of Independence

• Authors : Limnios, Myrto; Clémençon, Stéphan;

Subjects: Independence test; Bipartite ranking; Two-sample linear rank statistics

• Source: International Conference on Artificial Intelligence and Statistics ; https://hal.science/hal-04500114 ; International Conference on Artificial Intelligence and Statistics, 2024

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Bandits Corrupted by Nature: Lower Bounds on Regret and Robust Optimistic Algorithms

• Authors : Mathieu, Timothée; Basu, Debabrota; Maillard, Odalric-Ambrym ...

Subjects: Bandits; Robust statistics; Unbounded corruption

• Source: ISSN: 2835-8856 ; Transactions on Machine Learning Research Journal ; https://hal.science/hal-04615733 ; Transactions on Machine Learning Research Journal, 2024.

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Heterogeneous Treatment Effect based Random Forest: HTERF

• Authors : Jocteur, Bérénice-Alexia; Maume-Deschamps, Véronique; Ribereau, Pierre ...

Subjects: causal forest; causal inference; heterogeneous treatment effect

• Source: ISSN: 0167-9473 ; Computational Statistics and Data Analysis ; https://hal.science/hal-04112079 ; Computational Statistics and Data Analysis, 2024, 196, pp.107970.

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A Constrained Bayesian Optimization Framework for Structural Vibrations with Local Nonlinearities

• Authors : Ragueneau, Quentin; Laurent, Luc; Legay, Antoine ...

Subjects: Constrained global optimization; Nonlinear vibration; Bayesian Optimization

• Source: ISSN: 1615-147X.

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Effect of low-intensity exercise therapy combined with health education on quality of life and blood pressure in hypertensive patients

• Authors : Qin Liu; Safwan Bin Samsir Md.

Subjects: bayesian optimization; bo-xgboost model; hypertensive patients

• Source: Applied Mathematics and Nonlinear Sciences, Vol 9, Iss 1 (2024)

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