Suchergebnisse - coding ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR algorithmicsics))

Software for Studying CASCADE Error Correction Protocols in Quantum Communications von Repnkiov, Nikita, Faerman, Vladimir

Inhaltsangabe: “… for research and educational purposes. A parallel error-correction algorithm based on the actor model …”
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Towards Autonomous Graph Data Analytics with Analytics-Augmented Generation von Wang, Qiange, Chen, Chaoyi, Gao, Jingqi, Wang, Zihan, Zhang, Yanfeng, Yu, Ge

Inhaltsangabe: “… - or code-generation-centric LLM agents alone. Although large language models (LLMs) provide strong …”
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Tight inapproximability of max-LINSAT and implications for decoded quantum interferometry von Kramer, Maximilian J., Schubert, Carsten, Eisert, Jens

Inhaltsangabe: “… . Specifically, we prove by a direct reduction from Håstad's theorem that no polynomial-time algorithm can exceed …”
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Autonomous Algorithm Discovery for Ptychography via Evolutionary LLM Reasoning von Yin, Xiangyu, Du, Ming, Deng, Junjing, Yang, Zhi, Han, Yimo, Jiang, Yi

Inhaltsangabe: “… models (LLMs) to discover and evolve novel regularization algorithms. The framework combines LLM-driven …”
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Synthetic verbal autopsy data von Lyatuu, Isaac

Inhaltsangabe: “… for testing purposes.</p> <p>The dataset is designed primarily for evaluating computer-coded …”
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Evolve the Method, Not the Prompts: Evolutionary Synthesis of Jailbreak Attacks on LLMs von Chen, Yunhao, Wang, Xin, Li, Juncheng, Wang, Yixu, Li, Jie, Teng, Yan, Wang, Yingchun, Ma, Xingjun

Inhaltsangabe: “… algorithms. Crucially, it features a code-level self-correction loop, allowing it to iteratively rewrite …”
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Rapid identification and phenotyping of nonalcoholic fatty liver disease patients using a machine‐based approach in diverse healthcare systems von Anna O. Basile, Anurag Verma, Leigh Anne Tang, Marina Serper, Andrew Scanga, Ava Farrell, Brittney Destin, Rotonya M. Carr, Anuli Anyanwu‐Ofili, Gunaretnam Rajagopal, Abraham Krikhely, Marc Bessler, Muredach P. Reilly, Marylyn D. Ritchie, Nicholas P. Tatonetti, Julia Wattacheril

Inhaltsangabe: “… (NASH) at all stages of disease. Diagnosis codes alone fail to recognize and stratify at‐risk patients …”
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Multi-threaded Memory Efficient Crossover in C++ for Generational Genetic Programming von Langdon, W. B.

Inhaltsangabe: “… C++ code snippets from a multi-core parallel memory-efficient crossover for genetic programming …”
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Proximity-Informed Calibration for Deep Neural Networks von Xiong, Miao, Deng, Ailin, Koh, Pang Wei, Wu, Jiaying, Li, Shen, Xu, Jianqing, Hooi, Bryan

Inhaltsangabe: “… , especially under safety-critical scenarios. However, we find that existing calibration algorithms often …”
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Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers von Lin, Xiaoqiang, Wu, Zhaoxuan, Dai, Zhongxiang, Hu, Wenyang, Shu, Yao, Ng, See-Kiong, Jaillet, Patrick, Low, Bryan Kian Hsiang

Inhaltsangabe: “… used the query-efficient Bayesian optimization (BO) algorithm to automatically optimize …”
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NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation von Dong, Hao, Frusque, Gaëtan, Zhao, Yue, Chatzi, Eleni, Fink, Olga

Inhaltsangabe: “… introduce a novel algorithm for generating additional pseudo-anomalies on the basis of the limited labeled …”
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The Effective Horizon Explains Deep RL Performance in Stochastic Environments von Laidlaw, Cassidy, Zhu, Banghua, Russell, Stuart, Dragan, Anca

Inhaltsangabe: “… . These require strategic exploration algorithms that use relatively limited function classes for representing …”
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CarDreamer: Open-Source Learning Platform for World Model based Autonomous Driving von Gao, Dechen, Cai, Shuangyu, Zhou, Hanchu, Wang, Hang, Soltani, Iman, Zhang, Junshan

Inhaltsangabe: “… for training and testing such algorithms in sophisticated driving environments. To fill this void, we introduce …”
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Fast and Globally Consistent Normal Orientation based on the Winding Number Normal Consistency von Lin, Siyou, Shi, Zuoqiang, Liu, Yebin

Inhaltsangabe: “… their exciting progress, these algorithms either have high space/time complexity, or do not produce accurate …”
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Annotation Cost-Efficient Active Learning for Deep Metric Learning Driven Remote Sensing Image Retrieval von Hoxha, Genc, Sumbul, Gencer, Henkel, Julia, Möllenbrok, Lars, Demir, Begüm

Inhaltsangabe: “… pairs, we introduce two algorithms: 1) metric-guided uncertainty estimation (MGUE); and 2) binary …”
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Preprocessing to Reduce the Search Space for Odd Cycle Transversal von Jansen, Bart M. P., Mizutani, Yosuke, Sullivan, Blair D., Verhaegh, Ruben F. A.

Inhaltsangabe: “… the size of the search space for FPT algorithms parameterized by $k$. We investigate under which conditions …”
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MetaFood3D: 3D Food Dataset with Nutrition Values von Chen, Yuhao, He, Jiangpeng, Vinod, Gautham, Raghavan, Siddeshwar, Czarnecki, Chris, Ma, Jinge, Mahmud, Talha Ibn, Coburn, Bruce, Mao, Dayou, Nair, Saeejith, Xi, Pengcheng, Wong, Alexander, Delp, Edward, Zhu, Fengqing

Inhaltsangabe: “… contributes to the development of CV algorithms due to its frequent presence in datasets across various …”
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Linear stimulus reconstruction works on the KU Leuven audiovisual, gaze-controlled auditory attention decoding dataset von Geirnaert, Simon, Rotaru, Iustina, Francart, Tom, Bertrand, Alexander

Inhaltsangabe: “… to reveal gaze-related shortcuts in existing spatial AAD algorithms that aim to decode the (direction …”
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Cryptanalysis via Machine Learning Based Information Theoretic Metrics von Kim, Benjamin D., Vasudevan, Vipindev Adat, D'Oliveira, Rafael G. L., Cohen, Alejandro, Stahlbuhk, Thomas, Médard, Muriel

Inhaltsangabe: “… network coding-based cryptosystems and provide other use cases for our algorithms. We show that our …”
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Gradient-descent methods for fast quantum state tomography von Gaikwad, Akshay, Torres, Manuel Sebastian, Ahmed, Shahnawaz, Kockum, Anton Frisk

Inhaltsangabe: “… for characterizing noisy intermediate-scale quantum devices. Our Python code for GD-QST algorithms is publicly …”
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