Zobrazeno 1 - 10
of 31 480
pro vyhledávání: '"P. Mika"'
Modern software systems produce vast amounts of logs, serving as an essential resource for anomaly detection. Artificial Intelligence for IT Operations (AIOps) tools have been developed to automate the process of log-based anomaly detection for softw
Externí odkaz:
http://arxiv.org/abs/2412.15445
Direct sum theorems state that the cost of solving $k$ instances of a problem is at least $\Omega(k)$ times the cost of solving a single instance. We prove the first such results in the randomised parity decision tree model. We show that a direct sum
Externí odkaz:
http://arxiv.org/abs/2412.06552
Autor:
Zhao, Qiwei, Zhao, Xujiang, Liu, Yanchi, Cheng, Wei, Sun, Yiyou, Oishi, Mika, Osaki, Takao, Matsuda, Katsushi, Yao, Huaxiu, Chen, Haifeng
Large language models (LLMs) integrated into multistep agent systems enable complex decision-making processes across various applications. However, their outputs often lack reliability, making uncertainty estimation crucial. Existing uncertainty esti
Externí odkaz:
http://arxiv.org/abs/2412.01033
Autor:
Liu, Rong, Liu, Tie, Jiménez-Serra, Izaskun, Li, Jin-Zeng, Martín-Pintado, Jesús, Liu, Xunchuan, Lee, Chang Won, Sanhueza, Patricio, Chibueze, James O., Rivilla, Víctor M., Juvela, Mika, Colzi, Laura, Bronfman, Leonardo, Liu, Hong-Li, Sanz-Novo, Miguel, López-Gallifa, Álvaro, Li, Shanghuo, Megías, Andrés, Andrés, David San, Garay, Guido, Hwang, Jihye, Zhou, Jianwen, Xu, Fengwei, Martínez-Henares, Antonio, Saha, Anindya, Nazeer, Hafiz
The production of silicon monoxide (SiO) can be considered as a fingerprint of shock interaction. In this work, we use high-sensitivity observations of the SiO (2-1) and H$^{13}$CO$^{+}$ (1-0) emission to investigate the broad and narrow SiO emission
Externí odkaz:
http://arxiv.org/abs/2411.19489
The use of deep learning in stylistic effect generation has seen increasing use over recent years. In this work, we use simple convolutional neural networks to model Cinestill800T film given a digital input. We test the effect of different loss funct
Externí odkaz:
http://arxiv.org/abs/2411.15967
We exhibit a monotone function computable by a monotone circuit of quasipolynomial size such that any monotone circuit of polynomial depth requires exponential size. This is the first size-depth tradeoff result for monotone circuits in the so-called
Externí odkaz:
http://arxiv.org/abs/2411.14268
We present a novel digital humanities method for representing our Twitch chatters as user embeddings created by a large language model (LLM). We cluster these embeddings automatically using affinity propagation and further narrow this clustering down
Externí odkaz:
http://arxiv.org/abs/2411.10934
Autor:
Rasheed, Zeeshan, Sami, Malik Abdul, Rasku, Jussi, Kemell, Kai-Kristian, Zhang, Zheying, Harjamaki, Janne, Siddeeq, Shahbaz, Lahti, Sami, Herda, Tomas, Nurminen, Mikko, Lavesson, Niklas, de Cerqueira, Jose Siqueira, Hasan, Toufique, Khan, Ayman, Hasan, Mahade, Saari, Mika, Rantanen, Petri, Soini, Jari, Abrahamsson, Pekka
Present-day software development faces three major challenges: complexity, time consumption, and high costs. Developing large software systems often requires battalions of teams and considerable time for meetings, which end without any action, result
Externí odkaz:
http://arxiv.org/abs/2411.08507
Autor:
Espinos, Driss Oumbarek, Zhidkov, Alexei, Rondepierre, Alexandre, Tawada, Masafumi, Masuzawa, Mika
Particle in cell simulations are widely used in most fields of physics to investigate known and new phenomena which cannot be directly observed or measured yet. However, the computational and time resources needed for PICs make them impractical when
Externí odkaz:
http://arxiv.org/abs/2411.04703
We exhibit a total search problem whose communication complexity in the quantum SMP (simultaneous message passing) model is exponentially smaller than in the classical two-way randomized model. Moreover, the quantum protocol is computationally effici
Externí odkaz:
http://arxiv.org/abs/2411.03296