Summary of Ensloss: Stochastic Calibrated Loss Ensembles For Preventing Overfitting in Classification, by Ben Dai
EnsLoss: Stochastic Calibrated Loss Ensembles for Preventing Overfitting in Classificationby Ben DaiFirst submitted to arxiv…
Summary of On the Optimal Approximation Of Sobolev and Besov Functions Using Deep Relu Neural Networks, by Yunfei Yang
On the optimal approximation of Sobolev and Besov functions using deep ReLU neural networksby Yunfei…
Summary of Regret Analysis For Randomized Gaussian Process Upper Confidence Bound, by Shion Takeno et al.
Regret Analysis for Randomized Gaussian Process Upper Confidence Boundby Shion Takeno, Yu Inatsu, Masayuki KarasuyamaFirst…
Summary of Physics-informed Deeponet with Stiffness-based Loss Functions For Structural Response Prediction, by Bilal Ahmed et al.
Physics-informed DeepONet with stiffness-based loss functions for structural response predictionby Bilal Ahmed, Yuqing Qiu, Diab…
Summary of Dnn-gditd: Out-of-distribution Detection Via Deep Neural Network Based Gaussian Descriptor For Imbalanced Tabular Data, by Priyanka Chudasama et al.
DNN-GDITD: Out-of-distribution detection via Deep Neural Network based Gaussian Descriptor for Imbalanced Tabular Databy Priyanka…
Summary of Variation in Prediction Accuracy Due to Randomness in Data Division and Fair Evaluation Using Interval Estimation, by Isao Goto
Variation in prediction accuracy due to randomness in data division and fair evaluation using interval…
Summary of Unleashing the Power Of Task-specific Directions in Parameter Efficient Fine-tuning, by Chongjie Si et al.
Unleashing the Power of Task-Specific Directions in Parameter Efficient Fine-tuningby Chongjie Si, Zhiyi Shi, Shifan…
Summary of Defending Against Model Inversion Attacks Via Random Erasing, by Viet-hung Tran et al.
Defending against Model Inversion Attacks via Random Erasingby Viet-Hung Tran, Ngoc-Bao Nguyen, Son T. Mai,…
Summary of Bootstrap Sgd: Algorithmic Stability and Robustness, by Andreas Christmann and Yunwen Lei
Bootstrap SGD: Algorithmic Stability and Robustnessby Andreas Christmann, Yunwen LeiFirst submitted to arxiv on: 2…
Summary of Carin: Constraint-aware and Responsive Inference on Heterogeneous Devices For Single- and Multi-dnn Workloads, by Ioannis Panopoulos et al.
CARIn: Constraint-Aware and Responsive Inference on Heterogeneous Devices for Single- and Multi-DNN Workloadsby Ioannis Panopoulos,…