Help us create the next version of Optuna! Optuna 5.0 Roadmap published for review. Please take a look at the planned improvements to Optuna, and share your feedback in the github issues. PR ...
Abstract: Intelligent reflecting surface (IRS) is an enabling technology to engineer the radio signal propagation in wireless networks. By smartly tuning the signal reflection via a large number of ...
Abstract: Diabetes is a life-threatening chronic condition af-fecting millions worldwide., making timely prediction and risk classification crucial for effective intervention. Various machine learning ...
In this project, we implemented and tested DL models which classify URLs as malicious or benign, based solely on lexicographical analysis of the addresses. We used an embedding layer which maps chars ...
Current end-to-end robotic policies, specifically Vision-Language-Action (VLA) models, typically operate on a single observation or a very short history. This 'lack of memory' makes ...
Interactive Tutorials: A series of guided, in-app tutorials will walk new users through the core concepts of the DAO, including how to view proposals, the mechanics of token-weighted voting, and how ...
Hyperparameter optimization was performed using Optuna with 5-fold stratified cross-validation, as documented in Appendix B. The optimization objective was evaluated consistently across folds, and the ...
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