Resultados de búsqueda - coding (algorithm OR algorithmics)

Discrete fully probabilistic design: towards a control pipeline for the synthesis of policies from examples por Ferrentino, Enrico, Chiacchio, Pasquale, Russo, Giovanni

Tabla de Contenidos: “…, expounds an algorithm recently introduced in Gagliardi and Russo (2021) to synthesize policies from…”
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Analysis of Utterance Embeddings and Clustering Methods Related to Intent Induction for Task-Oriented Dialogue por Park, Jeiyoon, Jang, Yoonna, Lee, Chanhee, Lim, Heuiseok

Tabla de Contenidos: “… postulate there are two salient factors for automatic induction of intents: (1) clustering algorithm…”
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Toward Integrated Sensing and Communications in IEEE 802.11bf Wi-Fi Networks por Meneghello, Francesca, Chen, Cheng, Cordeiro, Carlos, Restuccia, Francesco

Tabla de Contenidos: “… to leave the specific sensing algorithms open to implementation. To fill this gap, this article explores…”
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OptBA: Optimizing Hyperparameters with the Bees Algorithm for Improved Medical Text Classification por Shaaban, Mai A., Kashkash, Mariam, Alghfeli, Maryam, Ibrahim, Adham

Tabla de Contenidos: “… learning models by leveraging the Bees Algorithm, which is a recent promising swarm intelligence algorithm…”
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Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts por Shi, Jiang-Xin, Wei, Tong, Zhou, Zhi, Shao, Jie-Jing, Han, Xin-Yan, Li, Yu-Feng

Tabla de Contenidos: “…. With the observation above, we develop a low-complexity and accurate long-tail learning algorithms LIFT with the goal…”
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Transfer learning for piecewise-constant mean estimation: Optimality, $\ell_1$- and $\ell_0$-penalisation por Wang, Fan, Yu, Yi

Tabla de Contenidos: “… algorithm. We then examine these estimators with multisource selection and establish their minimax…”
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GWP-ASan: Sampling-Based Detection of Memory-Safety Bugs in Production por Serebryany, Kostya, Kennelly, Chris, Phillips, Mitch, Denton, Matt, Elver, Marco, Potapenko, Alexander, Morehouse, Matt, Tsyrklevich, Vlad, Holler, Christian, Lettner, Julian, Kilzer, David, Brandt, Lander

Tabla de Contenidos: “… this problem when they are used, but the existing code bases consisting of billions of lines of C and C…”
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Adaptive mesh refinement in binary black holes simulations por Rashti, Alireza, Bhattacharyya, Maitraya, Radice, David, Daszuta, Boris, Cook, William, Bernuzzi, Sebastiano

Tabla de Contenidos: “…We discuss refinement criteria for the Berger-Rigoutsos (block-based) refinement algorithm in our…”
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Sparse is Enough in Fine-tuning Pre-trained Large Language Models por Song, Weixi, Li, Zuchao, Zhang, Lefei, Zhao, Hai, Du, Bo

Tabla de Contenidos: “… algorithm, named Sparse Increment Fine-Tuning (SIFT), and validate its effectiveness on a range of tasks…”
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Learning from Mistakes: Iterative Prompt Relabeling for Text-to-Image Diffusion Model Training por Chen, Xinyan, Ge, Jiaxin, Zhang, Tianjun, Liu, Jiaming, Zhang, Shanghang

Tabla de Contenidos: “… algorithm that aligns images to text through iterative image sampling and prompt relabeling with feedback…”
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Dagma-DCE: Interpretable, Non-Parametric Differentiable Causal Discovery por Waxman, Daniel, Butler, Kurt, Djuric, Petar M.

Tabla de Contenidos: “… to existing differentiable causal discovery algorithms, \textsc{Dagma-DCE} uses an interpretable measure…”
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RobustTSF: Towards Theory and Design of Robust Time Series Forecasting with Anomalies por Cheng, Hao, Wen, Qingsong, Liu, Yang, Sun, Liang

Tabla de Contenidos: “… propose a simple and efficient algorithm to learn a robust forecasting model. Extensive experiments show…”
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TopoX: A Suite of Python Packages for Machine Learning on Topological Domains por Hajij, Mustafa, Papillon, Mathilde, Frantzen, Florian, Agerberg, Jens, AlJabea, Ibrahem, Ballester, Rubén, Battiloro, Claudio, Bernárdez, Guillermo, Birdal, Tolga, Brent, Aiden, Chin, Peter, Escalera, Sergio, Fiorellino, Simone, Gardaa, Odin Hoff, Gopalakrishnan, Gurusankar, Govil, Devendra, Hoppe, Josef, Karri, Maneel Reddy, Khouja, Jude, Lecha, Manuel, Livesay, Neal, Meißner, Jan, Mukherjee, Soham, Nikitin, Alexander, Papamarkou, Theodore, Prílepok, Jaro, Ramamurthy, Karthikeyan Natesan, Rosen, Paul, Guzmán-Sáenz, Aldo, Salatiello, Alessandro, Samaga, Shreyas N., Scardapane, Simone, Schaub, Michael T., Scofano, Luca, Spinelli, Indro, Telyatnikov, Lev, Truong, Quang, Walters, Robin, Yang, Maosheng, Zaghen, Olga, Zamzmi, Ghada, Zia, Ali, Miolane, Nina

Tabla de Contenidos: “… graph-based embedding algorithms such as node2vec; TopoModelX is built on top of PyTorch and offers a…”
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Estimating Barycenters of Distributions with Neural Optimal Transport por Kolesov, Alexander, Mokrov, Petr, Udovichenko, Igor, Gazdieva, Milena, Pammer, Gudmund, Burnaev, Evgeny, Korotin, Alexander

Tabla de Contenidos: “… the typical adversarial algorithms leveraging barycenter tasks utilize tri-level optimization and focus mostly…”
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Generative Adversarial Model-Based Optimization via Source Critic Regularization por Yao, Michael S., Zeng, Yimeng, Bastani, Hamsa, Gardner, Jacob, Gee, James C., Bastani, Osbert

Tabla de Contenidos: “… is reliable. We propose a computationally tractable algorithm to dynamically adjust the strength…”
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Guided Sketch-Based Program Induction by Search Gradients por Amin, Ahmad Ayaz

Tabla de Contenidos: “… algorithm through training. However, contemporary approaches to program induction are not sophisticated…”
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PST-Bench: Tracing and Benchmarking the Source of Publications por Zhang, Fanjin, Cao, Kun, Cen, Yukuo, Yu, Jifan, Yin, Da, Tang, Jie

Tabla de Contenidos: “… algorithms can be developed to expand the evolutionary knowledge of science. In this paper, we study…”
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Caltech Aerial RGB-Thermal Dataset in the Wild por Lee, Connor, Anderson, Matthew, Raganathan, Nikhil, Zuo, Xingxing, Do, Kevin, Gkioxari, Georgia, Chung, Soon-Jo

Tabla de Contenidos: “… settings in order to drive the development of perception algorithms robust to adverse weather and nighttime…”
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End-To-End Underwater Video Enhancement: Dataset and Model por Du, Dazhao, Li, Enhan, Si, Lingyu, Xu, Fanjiang, Niu, Jianwei

Tabla de Contenidos: “… primarily focus on developing image enhancement algorithms to enhance each frame independently. There is a…”
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Generalized Criterion for Identifiability of Additive Noise Models Using Majorization por Dallakyan, Aramayis, Ni, Yang

Tabla de Contenidos: “…) distributions. For linear Structural Equation Models, we present a new algorithm that leverages the concept…”
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