Zobrazeno 1 - 10
of 1 024
pro vyhledávání: '"A A Kurakin"'
Autor:
Amin, Kareem, Bie, Alex, Kong, Weiwei, Kurakin, Alexey, Ponomareva, Natalia, Syed, Umar, Terzis, Andreas, Vassilvitskii, Sergei
We present an approach for generating differentially private synthetic text using large language models (LLMs), via private prediction. In the private prediction framework, we only require the output synthetic data to satisfy differential privacy gua
Externí odkaz:
http://arxiv.org/abs/2407.12108
Publikováno v:
RUDN journal of Sociology, Vol 19, Iss 2, Pp 261-276 (2019)
The ‘food regime’ approach was introduced as a historical method of “incorporated comparison” (P. McMichael). This comparison of the role of agriculture in the world-system made some scholars overemphasize an excessively unitary and coherent
Externí odkaz:
https://doaj.org/article/04d3016a0aef4f2fb3ba93861ef3c235
We present a certified defense to clean-label poisoning attacks. These attacks work by injecting a small number of poisoning samples (e.g., 1%) that contain $p$-norm bounded adversarial perturbations into the training data to induce a targeted miscla
Externí odkaz:
http://arxiv.org/abs/2403.11981
Autor:
Wang, Yunjuan, Hazimeh, Hussein, Ponomareva, Natalia, Kurakin, Alexey, Hammoud, Ibrahim, Arora, Raman
Distribution shifts and adversarial examples are two major challenges for deploying machine learning models. While these challenges have been studied individually, their combination is an important topic that remains relatively under-explored. In thi
Externí odkaz:
http://arxiv.org/abs/2402.11120
Publikováno v:
Информатика и автоматизация, Vol 23, Iss 6, Pp 1609-1642 (2024)
Одним из направлений дальнейшего совершенствования и повышения эффективности применения технических объектов при решении ими целевых
Externí odkaz:
https://doaj.org/article/4c8ef51ff3474239a0d8da548a83b957
Publikováno v:
Ukrainian Botanical Journal, Vol 81, Iss 5, Pp 366-373 (2024)
A new record of the rare species Colchicum fominii (Colchicaceae) in Odesa Region is reported. The new locality was recorded on the steppe slope in the Kuchurhan River valley near Hayivka village, Rozdilna District. Its total area was 60,000 m2, with
Externí odkaz:
https://doaj.org/article/cb7c2fc7670b4c649d4cd883674f2774
Autor:
Carranza, Aldo Gael, Farahani, Rezsa, Ponomareva, Natalia, Kurakin, Alex, Jagielski, Matthew, Nasr, Milad
We address the challenge of ensuring differential privacy (DP) guarantees in training deep retrieval systems. Training these systems often involves the use of contrastive-style losses, which are typically non-per-example decomposable, making them dif
Externí odkaz:
http://arxiv.org/abs/2305.05973
Autor:
Alfimov, Mikhail, Kurakin, Andrey
Publikováno v:
Nucl. Phys. B 998 (2024) 116418
We present the way to continue the bosonic Thirring model or $\beta\gamma$-system with quartic interaction to Minkowski signature, based on the symmetries of this model. It is shown that the considered Minkowski version of the model is one-loop renor
Externí odkaz:
http://arxiv.org/abs/2303.08787
Autor:
Ponomareva, Natalia, Hazimeh, Hussein, Kurakin, Alex, Xu, Zheng, Denison, Carson, McMahan, H. Brendan, Vassilvitskii, Sergei, Chien, Steve, Thakurta, Abhradeep
Publikováno v:
Journal of Artificial Intelligence Research 77 (2023) 1113-1201
ML models are ubiquitous in real world applications and are a constant focus of research. At the same time, the community has started to realize the importance of protecting the privacy of ML training data. Differential Privacy (DP) has become a gold
Externí odkaz:
http://arxiv.org/abs/2303.00654
Autor:
A A Kurakin
Publikováno v:
RUDN journal of Sociology, Vol 0, Iss 3, Pp 157-169 (2013)
The case study of a district in the Novgorod region shows some scenarios of recruiting new employees in the district and town municipalities, their work motivation and the most plausible career trajectories. The author argues that on the municipal le
Externí odkaz:
https://doaj.org/article/e7c4407911db4b5a82c7af3a28b9aa38