Zobrazeno 1 - 10
of 19 583
pro vyhledávání: '"A. Drucker"'
Autor:
Zimerman, Itamar, Adir, Allon, Aharoni, Ehud, Avitan, Matan, Baruch, Moran, Drucker, Nir, Lerner, Jenny, Masalha, Ramy, Meiri, Reut, Soceanu, Omri
Modern cryptographic methods for implementing privacy-preserving LLMs such as Homomorphic Encryption (HE) require the LLMs to have a polynomial form. Forming such a representation is challenging because Transformers include non-polynomial components,
Externí odkaz:
http://arxiv.org/abs/2410.09457
Autor:
Inala, Jeevana Priya, Wang, Chenglong, Drucker, Steven, Ramos, Gonzalo, Dibia, Victor, Riche, Nathalie, Brown, Dave, Marshall, Dan, Gao, Jianfeng
This paper explores the potential of AI-powered tools to reshape data analysis, focusing on design considerations and challenges. We explore how the emergence of large language and multimodal models offers new opportunities to enhance various stages
Externí odkaz:
http://arxiv.org/abs/2409.18475
To create rich visualizations, data analysts often need to iterate back and forth among data processing and chart specification to achieve their goals. To achieve this, analysts need not only proficiency in data transformation and visualization tools
Externí odkaz:
http://arxiv.org/abs/2408.16119
It is often said that well-entangled and fast-breaking living polymers (such as wormlike micelles) exhibit a single relaxation time in their reptation dynamics, but the full story is somewhat more complicated. Understanding departures from single-Max
Externí odkaz:
http://arxiv.org/abs/2407.07213
Autor:
Drucker, Andrew, Li, Yuan
Let $S_d(n)$ denote the minimum number of wires of a depth-$d$ (unbounded fan-in) circuit encoding an error-correcting code $C:\{0, 1\}^n \to \{0, 1\}^{32n}$ with distance at least $4n$. G\'{a}l, Hansen, Kouck\'{y}, Pudl\'{a}k, and Viola [IEEE Trans.
Externí odkaz:
http://arxiv.org/abs/2402.00378
Autor:
Drucker, Nathan, Nguyen, Thanh, Mandal, Manasi, Siriviboon, Phum, Quan, Yujie, Boonkird, Artittaya, Okabe, Ryotaro, Li, Fankang, Buragge, Kaleb, Funuma, Fumiaki, Matsuda, Masaaki, Abernathy, Douglas, Williams, Travis, Chi, Songxue, Ye, Feng, Nelson, Christie, Liao, Bolin, Volkov, Pavel, Li, Mingda
Engineering new quantum phases requires fine tuning of the electronic, orbital, spin, and lattice degrees of freedom. To this end, the kagome lattice with flat bands has garnered great attention by hosting various topological and correlated phases, w
Externí odkaz:
http://arxiv.org/abs/2401.17141
Designing privacy-preserving deep learning models is a major challenge within the deep learning community. Homomorphic Encryption (HE) has emerged as one of the most promising approaches in this realm, enabling the decoupling of knowledge between the
Externí odkaz:
http://arxiv.org/abs/2311.08610
Autor:
Kadhe, Swanand Ravindra, Ludwig, Heiko, Baracaldo, Nathalie, King, Alan, Zhou, Yi, Houck, Keith, Rawat, Ambrish, Purcell, Mark, Holohan, Naoise, Takeuchi, Mikio, Kawahara, Ryo, Drucker, Nir, Shaul, Hayim, Kushnir, Eyal, Soceanu, Omri
The effective detection of evidence of financial anomalies requires collaboration among multiple entities who own a diverse set of data, such as a payment network system (PNS) and its partner banks. Trust among these financial institutions is limited
Externí odkaz:
http://arxiv.org/abs/2310.19304
Autor:
Mandal, Manasi, Chotrattanapituk, Abhijatmedhi, Woller, Kevin, Xu, Haowei, Mao, Nannan, Okabe, Ryotaro, Boonkird, Artittaya, Nguyen, Thanh, Drucker, Nathan C., Momiki, Takashi, Li, Ju, Kong, Jing, Li, Mingda
The precise controllability of the Fermi level is a critical aspect of quantum materials. For topological Weyl semimetals, there is a pressing need to fine-tune the Fermi level to the Weyl nodes and unlock exotic electronic and optoelectronic effects
Externí odkaz:
http://arxiv.org/abs/2310.07828
Data analysis is challenging as it requires synthesizing domain knowledge, statistical expertise, and programming skills. Assistants powered by large language models (LLMs), such as ChatGPT, can assist analysts by translating natural language instruc
Externí odkaz:
http://arxiv.org/abs/2309.10947