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pro vyhledávání: '"Bohra P"'
We consider a large class of shallow neural networks with randomly initialized parameters and rectified linear unit activation functions. We prove that these random neural networks are well-defined non-Gaussian processes. As a by-product, we demonstr
Externí odkaz:
http://arxiv.org/abs/2405.10229
In the realm of web agent research, achieving both generalization and accuracy remains a challenging problem. Due to high variance in website structure, existing approaches often fail. Moreover, existing fine-tuning and in-context learning techniques
Externí odkaz:
http://arxiv.org/abs/2404.05902
Autor:
Bohra, Hardik, Das, Sumit R., Mandal, Gautam, Nanda, Kanhu Kishore, Radwan, Mohamed Hany, Trivedi, Sandip P.
Realizations of the holographic correspondence in String/M theory typically involve spacetimes of the form $AdS \times Y$ where $Y$ is some internal space which geometrizes an internal symmetry of the dual field theory, hereafter referred to as an "$
Externí odkaz:
http://arxiv.org/abs/2404.04339
Publikováno v:
Phys. Rev. D 109, 104021 (2024)
In the Randall-Sundrum (RS) II braneworld scenario, general relativity (GR) is modified by adding an extra dimension such that it is indistinguishable from GR in the weak gravity limit. However, such modifications may leave a mark in the strong field
Externí odkaz:
http://arxiv.org/abs/2312.07295
Text classification is a well-studied and versatile building block for many NLP applications. Yet, existing approaches require either large annotated corpora to train a model with or, when using large language models as a base, require carefully craf
Externí odkaz:
http://arxiv.org/abs/2310.06111
Autor:
Hardik Bohra, Sumit R. Das, Gautam Mandal, Kanhu Kishore Nanda, Mohamed Hany Radwan, Sandip P. Trivedi
Publikováno v:
Journal of High Energy Physics, Vol 2024, Iss 8, Pp 1-24 (2024)
Abstract Realizations of the holographic correspondence in String/M theory typically involve spacetimes of the form AdS × Y where Y is some internal space which geometrizes an internal symmetry of the dual field theory, hereafter referred to as an
Externí odkaz:
https://doaj.org/article/028a5b90728043f381a4e0dc56f04e35
Autor:
Matthew J. Rees, Aytaj Mammadzadeh, Abiola Bolarinwa, Mohammed E. Elhaj, Arwa Bohra, Radhika Bansal, Sikander Ailawadhi, Ricardo Parrondo, Saurabh Chhabra, Amit Khot, Suzanne Hayman, Angela Dispenzieri, Francis Buadi, David Dingli, Rahma Warsame, Prashant Kapoor, Morie A. Gertz, Eli Muchtar, Taxiarchis Kourelis, Wilson Gonsalves, S. Vincent Rajkumar, Yi Lin, Shaji Kumar
Publikováno v:
Blood Cancer Journal, Vol 14, Iss 1, Pp 1-9 (2024)
Abstract Three classes of BCMA-directed therapy (BDT) exist: antibody drug-conjugates (ADCs), CAR-T, and T-cell engagers (TCEs), each with distinct strengths and weaknesses. To aid clinicians in selecting between BDTs, we reviewed myeloma patients tr
Externí odkaz:
https://doaj.org/article/e937bbbd77af4514829023b80d8a83b4
Publikováno v:
Discover Water, Vol 4, Iss 1, Pp 1-18 (2024)
Abstract Accounting potential zones for recharging groundwater is a prerequisite before the implementation of the springshed conservation program. Many studies have suggested that the resurgence of the springs in the Himalayan region is waning due to
Externí odkaz:
https://doaj.org/article/43f70dd2e40d465ebcaf120de8ea2747
Publikováno v:
Phys.Rev.D 108 (2023) 10, 104008
The ghost-free bi-metric gravity theory is a viable theory of gravity that explores the interaction between a massless and a massive graviton and can be described in terms of two dynamical metrics. In this paper, we present an exact static, spherical
Externí odkaz:
http://arxiv.org/abs/2305.13013
Creating large, good quality labeled data has become one of the major bottlenecks for developing machine learning applications. Multiple techniques have been developed to either decrease the dependence of labeled data (zero/few-shot learning, weak su
Externí odkaz:
http://arxiv.org/abs/2302.03297