Schematic diagram of the Dropout optimization. حسب Peng Yang (296696)

Face recognition accuracy of distinctive ways. حسب Yan Liu (25061)

Changes in loss curves of different models. حسب Yan Liu (25061)

RFB structure. حسب Yan Liu (25061)

Facial recognition flowchart in FaceNet network. حسب Yan Liu (25061)

Visualization results of face recognition. حسب Yan Liu (25061)

ROC curves of different models. حسب Yan Liu (25061)

Test environment for research. حسب Yan Liu (25061)

Attention module. حسب Yan Liu (25061)

Feature matching errors of different models. حسب Yan Liu (25061)

Schematic diagram of P-Net, R-Net, O-Net models. حسب Yan Liu (25061)

Addressing Imbalanced Classification Problems in Drug Discovery and Development Using Random Forest, Support Vector Machine, AutoGluon-Tabular, and H2O AutoML حسب Ayush Garg (21090944)

"…To carry out our study, we have selected four such techniques(a) threshold optimization using (i) GHOST and (ii) the area under the precision–recall curve (AUPR) curve, (b) internal balancing method of AutoML and class-weight of machine learning methods, and (c) data balancing using SMOTETomekand generated 27 data sets considering nine different class ratios (i.e., the ratio of the positive class and total samples) from three data sets that belong to the drug discovery and development field. …"

Portable Library for Homomorphic Encrypted Machine Learning on FPGA Accelerated Cloud Cyberinfrastructure حسب Zhihan Xu (17049357)

"…This project will leverage our novel algorithmic, architectural, and memory optimizations on FPGAs to develop a portable library to enable secure and trustworthy ML inference. …"

Portable Library for Homomorphic Encrypted Machine Learning on FPGA Accelerated Cloud Cyberinfrastructure حسب Zhihan Xu (17049357)

"…This project will leverage our novel algorithmic, architectural, and memory optimizations on FPGAs to develop a portable library to enable secure and trustworthy ML inference. …"

Diversity and specificity of lipid patterns in basal soil food web resources حسب Jakob Kühn (7288466)

"…In marine environments, multivariate optimization models (Quantitative Fatty Acid Signature Analysis) and Bayesian approaches (source-tracking algorithm) were established to predict the proportion of predator diets using lipids as tracers. …"

<b>Portable Library for Homomorphic Encrypted Machine Learning on FPGA Accelerated Cloud Cyberinfrastructure</b> حسب Zhihan Xu (17049357)

"…This project will leverage our novel algorithmic, architectural, and memory optimizations on FPGAs to develop a portable library to enable secure and trustworthy ML inference. …"

Presentation_1_Optimization of the k-nearest-neighbors model for summer Arctic Sea ice prediction.pdf حسب Yongcheng Lin (776525)

"…Based on the physical characteristics of summer sea ice, different algorithms are employed to optimize the prediction model. …"

Presentation_1_Optimization of the k-nearest-neighbors model for summer Arctic Sea ice prediction.pdf حسب Yongcheng Lin (776525)

"…Based on the physical characteristics of summer sea ice, different algorithms are employed to optimize the prediction model. …"

COSMO-Bench حسب Daniel McGann (18759496)

"…<p dir="ltr"><b><i>Abstract</i></b>: Recent years have seen a focus on research into distributed optimization algorithms for multi-robot Collaborative Simultaneous Localization and Mapping (C-SLAM). …"

Priority rule-based heuristics for distributed multi-project scheduling considering global resource failures حسب Xuejun Hu (2003440)