Zobrazeno 1 - 10
of 731
pro vyhledávání: '"Sadhanala, A"'
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
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
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
Autor:
Zhang, Jiangbin, Futscher, Moritz H., Lami, Vincent, Kosasih, Felix U., Cho, Changsoon, Gu, Qinying, Sadhanala, Aditya, Pearson, Andrew J., Kan, Bin, Divitini, Giorgio, Wan, Xiangjian, Credgington, Daniel, Greenham, Neil C., Chen, Yongsheng, Ducati, Caterina, Ehrler, Bruno, Vaynzof, Yana, Friend, Richard H., Bakulin, Artem A.
Publikováno v:
Adv. Energy Mater. 9 (47), 1902145 (2019)
Bulk-heterojunction (BHJ) non-fullerene organic solar cells prepared from sequentially deposited donor and acceptor layers (sq-BHJ) have recently been promising to be highly efficient, environmentally friendly, and compatible with large area and roll
Externí odkaz:
http://arxiv.org/abs/2007.15501
Publikováno v:
In Electrochimica Acta 1 December 2023 470
We present an extension of the Kolmogorov-Smirnov (KS) two-sample test, which can be more sensitive to differences in the tails. Our test statistic is an integral probability metric (IPM) defined over a higher-order total variation ball, recovering t
Externí odkaz:
http://arxiv.org/abs/1903.10083
Autor:
Kagatikar, Sneha, Sunil, Dhanya, Kekuda, Dhananjaya, Satyanarayana, M.N., Kulkarni, Suresh D., Sudhakar, Y.N., Vatti, Anoop Kishore, Sadhanala, Aditya
Publikováno v:
In Materials Chemistry and Physics 1 January 2023 293
Publikováno v:
In Journal of Electroanalytical Chemistry 1 December 2022 926
Autor:
Sadhanala, Hari Krishna, Aryal, Saurav, Sharma, Kusha, Orpaz, Ziv, Michaeli, Shulamit, Gedanken, Aharon
Publikováno v:
In Sensors and Actuators: B. Chemical 1 September 2022 366