Zobrazeno 1 - 10
of 5 141
pro vyhledávání: '"Klochkov AS"'
Autor:
Klochkov, Yegor, Liu, Yang
Influence functions are a popular tool for attributing a model's output to training data. The traditional approach relies on the calculation of inverse Hessian-vector products (iHVP), but the classical solver "Linear time Stochastic Second-order Algo
Externí odkaz:
http://arxiv.org/abs/2409.17357
We address the problem of concept removal in deep neural networks, aiming to learn representations that do not encode certain specified concepts (e.g., gender etc.) We propose a novel method based on adversarial linear classifiers trained on a concep
Externí odkaz:
http://arxiv.org/abs/2310.05755
We consider a binary classification problem under group fairness constraints, which can be one of Demographic Parity (DP), Equalized Opportunity (EOp), or Equalized Odds (EO). We propose an explicit characterization of Bayes optimal classifier under
Externí odkaz:
http://arxiv.org/abs/2310.05725
Publikováno v:
Proceedings on Engineering Sciences, Vol 6, Iss 3, Pp 1077-1086 (2024)
The use of modern computer technologies limits high practical and economic results in the construction of modern buildings and structures. This is due to the fact that modern software systems make it possible to predict with sufficient prospects the
Externí odkaz:
https://doaj.org/article/30d1e6b4900e49539fd41ff3845a93c1
Publikováno v:
Клинический разбор в общей медицине, Vol 5, Iss 6, Pp 63-68 (2024)
Background. Over the past decade, percutaneous nephrolithotripsy (PNL) has become one of the most popular treatments for urolithiasis. The reason is the high efficiency of the method in combination with a low incidence of complications and a shorter
Externí odkaz:
https://doaj.org/article/41fb3935151244fb9a4fd87cc6b96157
Autor:
Liu, Yang, Yao, Yuanshun, Ton, Jean-Francois, Zhang, Xiaoying, Guo, Ruocheng, Cheng, Hao, Klochkov, Yegor, Taufiq, Muhammad Faaiz, Li, Hang
Ensuring alignment, which refers to making models behave in accordance with human intentions [1,2], has become a critical task before deploying large language models (LLMs) in real-world applications. For instance, OpenAI devoted six months to iterat
Externí odkaz:
http://arxiv.org/abs/2308.05374
Autor:
Vladimir Balaban, Mikhail Mutyk, Nikolay Bondarenko, Stanislav Zolotukhin, Oleg Sovpel, Igor Sovpel, Dmitriy Zykov, Igor Rublevskiy, Mikhail Klochkov, Alfredo Ponce Prado, Mingze He, Petr Tsarkov
Publikováno v:
Trials, Vol 25, Iss 1, Pp 1-13 (2024)
Abstract Background Colon cancer is a global health concern, ranking fifth in both new diagnoses and deaths among tumors worldwide. Surgical intervention remains the primary treatment for localized cases, with a historical evolution marked by a focus
Externí odkaz:
https://doaj.org/article/d4fa6024fb144ffe8106c819fad19a87
Publikováno v:
Proceedings on Engineering Sciences, Vol 6, Iss 2, Pp 459-466 (2024)
Drying of capillary-porous colloidal materials, including grain, is a complex technological process, which is implemented in installations of various design and principal designs. The method of grain dryers engineering calculation is based on materia
Externí odkaz:
https://doaj.org/article/fb906331db4b4b859dd3d87a268864c2
Publikováno v:
Proceedings on Engineering Sciences, Vol 6, Iss 2, Pp 629-636 (2024)
The article shows the main problems of product quality management in a multidimensional organizational structure of industrial cooperation, organizational and production risks. It analyses the prerequisites and factors, the effectiveness of developed
Externí odkaz:
https://doaj.org/article/ed61f7de51e541d98c69ced5e22b4f98
Markowitz mean-variance portfolios with sample mean and covariance as input parameters feature numerous issues in practice. They perform poorly out of sample due to estimation error, they experience extreme weights together with high sensitivity to c
Externí odkaz:
http://arxiv.org/abs/2212.13996