Zobrazeno 1 - 10
of 1 091
pro vyhledávání: '"A. Veeranjaneyulu"'
Autor:
Rawat, Ankit Singh, Sadhanala, Veeranjaneyulu, Rostamizadeh, Afshin, Chakrabarti, Ayan, Jitkrittum, Wittawat, Feinberg, Vladimir, Kim, Seungyeon, Harutyunyan, Hrayr, Saunshi, Nikunj, Nado, Zachary, Shivanna, Rakesh, Reddi, Sashank J., Menon, Aditya Krishna, Anil, Rohan, Kumar, Sanjiv
A primary challenge in large language model (LLM) development is their onerous pre-training cost. Typically, such pre-training involves optimizing a self-supervised objective (such as next-token prediction) over a large corpus. This paper explores a
Externí odkaz:
http://arxiv.org/abs/2410.18779
Autor:
Kim, Seungyeon, Rawat, Ankit Singh, Zaheer, Manzil, Jayasumana, Sadeep, Sadhanala, Veeranjaneyulu, Jitkrittum, Wittawat, Menon, Aditya Krishna, Fergus, Rob, Kumar, Sanjiv
Large neural models (such as Transformers) achieve state-of-the-art performance for information retrieval (IR). In this paper, we aim to improve distillation methods that pave the way for the resource-efficient deployment of such models in practice.
Externí odkaz:
http://arxiv.org/abs/2301.12005
Publikováno v:
Brazilian Journal of Medical and Biological Research, Vol 38, Iss 3, Pp 469-475 (2005)
Phytotherapies have offered alternative sources of therapy for migraine and gained much importance in prophylactic treatment. Sapindus trifoliatus is a medium-sized deciduous tree growing wild in south India that belongs to the family Sapindaceae. Th
Externí odkaz:
https://doaj.org/article/16a751d8ba074ce786f4c33ed21c20ea
Trend filtering is a modern approach to nonparametric regression that is more adaptive to local smoothness than splines or similar basis procedures. Existing analyses of trend filtering focus on estimating a function corrupted by homoskedastic Gaussi
Externí odkaz:
http://arxiv.org/abs/2209.09175
Autor:
Kalhoro, Muhsan Ali, Chinta, Veeranjaneyulu, de Mutsert, Kim, Song, Guiting, Liu, Chunli, Tahir, Muhammad, Liang, Zhenlin
Publikováno v:
In Marine Pollution Bulletin November 2024 208
We study a multivariate version of trend filtering, called Kronecker trend filtering or KTF, for the case in which the design points form a lattice in $d$ dimensions. KTF is a natural extension of univariate trend filtering (Steidl et al., 2006; Kim
Externí odkaz:
http://arxiv.org/abs/2112.14758
Publikováno v:
Energy Reports, Vol 10, Iss , Pp 3908-3913 (2023)
Medium-range and sub-seasonal forecasts of solar irradiation and 10-m wind speed are commonly assessed with an ensemble forecast over the Indo-China region. In this paper, we forecast data of surface solar irradiance and 10-m wind using ensembles of
Externí odkaz:
https://doaj.org/article/fb2a4b7c2dd645ebb5df3e4e40b1ce27
Publikováno v:
SynOpen, Vol 07, Iss 04, Pp 496-500 (2023)
Externí odkaz:
https://doaj.org/article/1cfaeaffce1f46ff848be9866f1a0d44
Publikováno v:
In Measurement 30 June 2024 233
Publikováno v:
In Measurement 31 May 2024 231