Zobrazeno 1 - 10
of 4 792
pro vyhledávání: '"P. Bellamy"'
Causal inference is a critical task across fields such as healthcare, economics, and the social sciences. While recent advances in machine learning, especially those based on the deep-learning architectures, have shown potential in estimating causal
Externí odkaz:
http://arxiv.org/abs/2410.10044
Organisms have evolved immune systems that can counter pathogenic threats. The adaptive immune system in vertebrates consists of a diverse repertoire of immune receptors that can dynamically reorganize to specifically target the ever-changing pathoge
Externí odkaz:
http://arxiv.org/abs/2410.04693
We consider the category of modules over sheaves of Deformation-Quantization (DQ) algebras on bionic symplectic varieties. These spaces are equipped with both an elliptic $\mathbb{G}_m$-action and a Hamiltonian $\mathbb{G}_m$-action, with finitely ma
Externí odkaz:
http://arxiv.org/abs/2407.13286
Autor:
Vuruma, Sai Krishna Revanth, Wu, Dezhi, Gupta, Saborny Sen, Aust, Lucas, Lookingbill, Valerie, Bellamy, Wyatt, Ren, Yang, Kasson, Erin, Chen, Li-Shiun, Cavazos-Rehg, Patricia, Hu, Dian, Huang, Ming
In recent years, the United States has witnessed a significant surge in the popularity of vaping or e-cigarette use, leading to a notable rise in cases of e-cigarette and vaping use-associated lung injury (EVALI) that caused hospitalizations and fata
Externí odkaz:
http://arxiv.org/abs/2407.00167
Autor:
Bellamy, Gwyn, Paegelow, Raphaël
For $\Gamma$ a finite subgroup of $\mathrm{SL}_2(\mathbb{C})$ and $n \geq 1$, we study the fibers of the Procesi bundle over the $\Gamma$-fixed points of the Hilbert scheme of $n$ points in the plane. For each irreducible component of this fixed poin
Externí odkaz:
http://arxiv.org/abs/2404.17819
We study GIT quotients $X_\theta=V\!/\!\!/\!_\theta G$ whose linearisation map defines an isomorphism between the group of characters of $G$ and the Picard group of $X_\theta$ modulo torsion. Our main result establishes that the Cox ring of $X_\theta
Externí odkaz:
http://arxiv.org/abs/2404.12225
In this article we continue the study of holonomic modules over sheaves of Cherednik algebras, initiated by the third author in [Tho18]. Working with arbitrary parameters, we first develop a theory of $b$-functions to prove that push-forward along op
Externí odkaz:
http://arxiv.org/abs/2402.18210
Originally motivated by connections to integrable systems, two natural subalgebras of the rational Cherednik algebra have been considered in the literature. The first is the subalgebra generated by all degree zero elements and the second is the Dunkl
Externí odkaz:
http://arxiv.org/abs/2312.13957
In this work we introduce Labrador, a pre-trained Transformer model for laboratory data. Labrador and BERT were pre-trained on a corpus of 100 million lab test results from electronic health records (EHRs) and evaluated on various downstream outcome
Externí odkaz:
http://arxiv.org/abs/2312.11502
Autor:
Kumar, Bhawesh, Lu, Charlie, Gupta, Gauri, Palepu, Anil, Bellamy, David, Raskar, Ramesh, Beam, Andrew
As large language models continue to be widely developed, robust uncertainty quantification techniques will become crucial for their safe deployment in high-stakes scenarios. In this work, we explore how conformal prediction can be used to provide un
Externí odkaz:
http://arxiv.org/abs/2305.18404