What to do on August the 15th? Beach is crowded, daughter arrived to the PS before me. So I used some PX in another strange skill to prepare a low cost gift for a friend of mine living in France... A tote bag with Alfieri's words against french people...

E a ferragosto ho finalmente finito il regalo per il mio amico che lavora in Francia a causa del clientelismo dell'università italiana: una tote bag double face con ricamato il misogallo dell'Alfieri!
#multiclass

'Consistent Multiclass Algorithms for Complex Metrics and Constraints', by Harikrishna Narasimhan et al.

http://jmlr.org/papers/v25/22-1137.html

#multiclass #classifier #classification

Consistent Multiclass Algorithms for Complex Metrics and Constraints

'Unified Binary and Multiclass Margin-Based Classification', by Yutong Wang, Clayton Scott.

http://jmlr.org/papers/v25/23-1599.html

#classification #multiclass #losses

Unified Binary and Multiclass Margin-Based Classification

The only Multi-class that tops a Bard-Barian for me is a Bear-Barian!!
#bardbarian #bararian #multiclass #dndmemes #dnd #tabletop #rpg #dungeonmaster

Did a little theorycrafting on weird multiclasses, and oddly enough, an "Eldritch Knight Fighter 6 / Tempest Cleric X" dual class works really well even though they have no stat overlap.

It's just dependant on you taking things that don't require any INT in your Fighter spell picks. Shield, Magic Missile, and Expeditious Retreat are good and don't rely on your Fighter casting stat, which frees you to focus on WIS for the cleric stuff.

Plus, you're not losing out on any feats, you'll get a ton of spell slots in the end, and you get the huge AC boost of Shield while still getting multiple weapon attacks per turn that you can do while concentrating on any of Cleric's coolest spells.

---

The one disadvantage that I can tell is that you're basically just an Eldritch Knight until level 7, so the class fantasy kind of suffers for a fair period of time. I'd definitely be reflavoring the arcane abilities that I was getting from Fighter as being divine in nature.

#DnD #ttrpg #multiclass

Anyone want help plotting a #multiclass build in #dnd #5e?

I like doing strong but playable builds that tend toward utility in multiple pillars of the game

'Generalization error bounds for multiclass sparse linear classifiers', by Tomer Levy, Felix Abramovich.

http://jmlr.org/papers/v24/22-0367.html

#classifiers #multiclass #misclassification

Generalization error bounds for multiclass sparse linear classifiers

#simracing #protip of the day: when racing #multiclass as a slower class, do not change your line when a faster class gets closer, do not slow down whatsoever. Just keep driving a straight, predictable line and let the cars do the work.
Controlling Confusion via Generalisation Bounds

We establish new generalisation bounds for multiclass classification by abstracting to a more general setting of discretised error types. Extending the PAC-Bayes theory, we are hence able to...

OpenReview

'The multimarginal optimal transport formulation of adversarial multiclass classification', by Nicolás García Trillos, Matt Jacobs, Jakwang Kim.

http://jmlr.org/papers/v24/22-0698.html

#adversarial #multiclass #classification

The multimarginal optimal transport formulation of adversarial multiclass classification