Federico Andres Lois
Federico Andres Lois
The current implementation allows for coordinated hurting of account reputation without recourse. The most general behavior is that global penalties are prone to be gamed (all of them). In other...
## SAM as an Optimal Relaxation of Bayes > Sharpness-aware minimization (SAM) and related adversarial deep-learning methods can drastically improve generalization, but their underlying mechanisms are not yet fully understood....
I just swap out Nero optimizer in my Lightning AI loop and gave the new Shampoo a try. There is something going on with it, as this card is typically...
https://arxiv.org/abs/2211.09760 > While deep learning models have replaced hand-designed features across many domains, these models are still trained with hand-designed optimizers. In this work, we leverage the same scaling approach...
https://arxiv.org/abs/1909.13371 >Working with any gradient-based machine learning algorithm involves the tedious task of tuning the optimizer’s hyperparameters, such as its step size. Recent work has shown how the step size...
### Issue link https://issues.hibernatingrhinos.com/issue/RavenDB-21952 https://issues.hibernatingrhinos.com/issue/RavenDB-22068 ### Additional description Given that we had different implementation in server and client many of the operations happening in the base Sparrow based code like...
### Issue link https://issues.hibernatingrhinos.com/issue/RavenDB-22079 ### Additional description When overloaded forcing the tasks to capture the context is not only a unwanted burden but also a problem because we have no...
### Issue link https://issues.hibernatingrhinos.com/issue/RavenDB-21926 ### Type of change - [ ] Bug fix - [ ] Regression bug fix - [x] Optimization - [ ] New feature ### How risky...
### Issue link https://issues.hibernatingrhinos.com/issue/RavenDB-21979 ### Additional description The original version of RecentlyFoundTreePages requires us to perform allocations for each access to a tree. We want to avoid those allocations as...
### Issue link https://issues.hibernatingrhinos.com/issue/RavenDB-21837 ### Additional description The idea behind using shadow buffering of streams is allowing to start writing to the network while we are computing the rest of...