Zobrazeno 1 - 10
of 2 976
pro vyhledávání: '"Daliri, A."'
Suppose Alice has a distribution $P$ and Bob has a distribution $Q$. Alice wants to generate a sample $a\sim P$ and Bob a sample $b \sim Q$ such that $a = b$ with has as high of probability as possible. It is well-known that, by sampling from an opti
Externí odkaz:
http://arxiv.org/abs/2408.07978
Serving LLMs requires substantial memory due to the storage requirements of Key-Value (KV) embeddings in the KV cache, which grows with sequence length. An effective approach to compress KV cache is quantization. However, traditional quantization met
Externí odkaz:
http://arxiv.org/abs/2406.03482
The path to an autism diagnosis can be long and difficult, and delays can have serious consequences. Artificial intelligence can completely change the way autism is diagnosed, especially when it comes to situations where it is difficult to see the fi
Externí odkaz:
http://arxiv.org/abs/2311.04606
Recently, Bessa et al. (PODS 2023) showed that sketches based on coordinated weighted sampling theoretically and empirically outperform popular linear sketching methods like Johnson-Lindentrauss projection and CountSketch for the ubiquitous problem o
Externí odkaz:
http://arxiv.org/abs/2309.16157
We prove a tight upper bound on the variance of the priority sampling method (aka sequential Poisson sampling). Our proof is significantly shorter and simpler than the original proof given by Mario Szegedy at STOC 2006, which resolved a conjecture by
Externí odkaz:
http://arxiv.org/abs/2308.05907
Autor:
Anthony kolsabilik Kuug, Silas Selorm Daniels-Donkor, Timothy Tienbia Laari, Gideon Awenabisa Atanuriba, Maxwell Tii Kumbeni, Dennis Bomansang Daliri, Richard Adongo Afaya, Vida Nyagre Yakong, Jerry Apiini Akurugu, Emefa Awo Adawudu, Solomon Mohammed Salia, Agani Afaya
Publikováno v:
Contraception and Reproductive Medicine, Vol 9, Iss 1, Pp 1-9 (2024)
Abstract Background Women’s intentions to use any contraceptive method are critical for better understanding their future needs and making them more likely to act on that intention. This study assessed the factors associated with the intention to u
Externí odkaz:
https://doaj.org/article/8ebd529ca2634ef48916cfed562bc276
Autor:
Mehdi Sharafi, Najibullah Baeradeh, Masumeh Daliri, Hossein Kargar, Elham Haghjoo, Akram Farhadi, Sima Afrashteh
Publikováno v:
Journal of Health Sciences and Surveillance System, Vol 12, Iss 3, Pp 344-350 (2024)
Background: Thyroid problems have been reported in over 110 countries worldwide. In some countries, the prevalence of known thyroid disorders has been reported to be as high as 18.9%. Given that thyroid dysfunction can adversely affect adult health,
Externí odkaz:
https://doaj.org/article/a532a8ad42114984a4a531cc270fc6b1
Dot-product attention mechanism plays a crucial role in modern deep architectures (e.g., Transformer) for sequence modeling, however, na\"ive exact computation of this model incurs quadratic time and memory complexities in sequence length, hindering
Externí odkaz:
http://arxiv.org/abs/2302.02451
Autor:
Bessa, Aline, Daliri, Majid, Freire, Juliana, Musco, Cameron, Musco, Christopher, Santos, Aécio, Zhang, Haoxiang
Publikováno v:
In Proceedings of the ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems (PODS) 2023
We present a new approach for computing compact sketches that can be used to approximate the inner product between pairs of high-dimensional vectors. Based on the Weighted MinHash algorithm, our approach admits strong accuracy guarantees that improve
Externí odkaz:
http://arxiv.org/abs/2301.05811
Autor:
Sara Mirzamohamadi, Mohammad Navid HajiAbbasi, Vali Baigi, Payman Salamati, Vafa Rahimi-Movaghar, Mohammadreza Zafarghandi, Mehdi Nasr Isfahani, Esmaeil Fakharian, Seyed Houssein Saeed-Banadaky, Morteza Hemmat, Akram Zolfaghari Sadrabad, Salman Daliri, Sobhan Pourmasjedi, Seyed Mohammad Piri, Khatereh Naghdi, Seyed Amir Miratashi Yazdi
Publikováno v:
BMC Emergency Medicine, Vol 24, Iss 1, Pp 1-7 (2024)
Abstract Background Injury is one of the leading causes of death worldwide, and the abdomen is the most common area of trauma after the head and extremities. Abdominal injury is often divided into two categories: blunt and penetrating injuries. This
Externí odkaz:
https://doaj.org/article/93e3499f12fb43dfa61b9f36df209925