Risultati della ricerca - coding (algorithmics OR (algorithm OR algorithmicsic))

Application of performance portability solutions for GPUs and many-core CPUs to track reconstruction kernels di Kwok, Ka Hei Martin, Kortelainen, Matti, Cerati, Giuseppe, Strelchenko, Alexei, Gutsche, Oliver, Hall, Allison Reinsvold, Lantz, Steve, Reid, Michael, Riley, Daniel, Berkman, Sophie, Lee, Seyong, Ather, Hammad, Norris, Boyana, Wang, Cong

Sommario: “... languages promoted by the hardware vendors and hence limit the set of platforms that the code can run...”
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Neural Circuit Diagrams: Robust Diagrams for the Communication, Implementation, and Analysis of Deep Learning Architectures di Abbott, Vincent

Sommario: “... structure is analogous to code, creating a close correspondence between diagrams and implementation...”
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Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences di Shankar, Shreya, Zamfirescu-Pereira, J. D., Hartmann, Björn, Parameswaran, Aditya G., Arawjo, Ian

Sommario: “...Due to the cumbersome nature of human evaluation and limitations of code-based evaluation, Large...”
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Unraveling cell-cell communication with NicheNet by inferring active ligands from transcriptomics data di Sang-aram, Chananchida, Browaeys, Robin, Seurinck, Ruth, Saeys, Yvan

Sommario: “... delves into the algorithm and validation, this paper describes a best practices workflow cultivated over...”
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PropertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property Generation di Liu, Ye, Xue, Yue, Wu, Daoyuan, Sun, Yuqiang, Li, Yi, Shi, Miaolei, Liu, Yang

Sommario: “... from Certora auditing reports) and automatically generate customized properties for unknown code...”
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Massive Digital Over-the-Air Computation for Communication-Efficient Federated Edge Learning di Qiao, Li, Gao, Zhen, Mashhadi, Mahdi Boloursaz, Gündüz, Deniz

Sommario: “... message passing-based algorithm to compute the model aggregation results from the superposed sequences...”
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Second 6G life Workshop on Post Shannon Theory di Zhao, Yaning, Deppe, Christian

Sommario: “... methods and algorithms for identifying data or signals deterministically and through randomized processes...”
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Hot-spots around Sagittarius A*: Joint fits to astrometry and polarimetry di Yfantis, A. I., Wielgus, M., Mościbrodzka, M. A.

Sommario: “... orbiting the black hole. We extend the capabilities of the existing algorithms to perform parameter...”
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Revisiting Evolutionary Program Repair via Code Language Model di Wang, Yunan, Guo, Tingyu, Huang, Zilong, Yuan, Yuan

Sommario: “... of Large Language Models, Code Language Models (CLMs) trained on code corpora excels in code generation...”
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Building Math Agents with Multi-Turn Iterative Preference Learning di Xiong, Wei, Shi, Chengshuai, Shen, Jiaming, Rosenberg, Aviv, Qin, Zhen, Calandriello, Daniele, Khalman, Misha, Joshi, Rishabh, Piot, Bilal, Saleh, Mohammad, Jin, Chi, Zhang, Tong, Liu, Tianqi

Sommario: “... capabilities can be enhanced by integrating external tools, such as code interpreters, and employing multi-turn...”
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Language Models as Efficient Reward Function Searchers for Custom-Environment Multi-Objective Reinforcement di Xie, Guanwen, Xu, Jingzehua, Yang, Yiyuan, Ding, Yimian, Zhang, Shuai

Sommario: “... critic to identify the correct code form. Then, LLMs assign weights to the reward components to balance...”
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A Taxonomy of Self-Admitted Technical Debt in Deep Learning Systems di Pepe, Federica, Zampetti, Fiorella, Mastropaolo, Antonio, Bavota, Gabriele, Di Penta, Massimiliano

Sommario: “... systems requires suitable choices, e.g., in terms of technology, algorithms, and hyper-parameters...”
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Accelerating Error Correction Code Transformers di Levy, Matan, Choukroun, Yoni, Wolf, Lior

Sommario: “...Error correction codes (ECC) are crucial for ensuring reliable information transmission...”
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HEMGS: A Hybrid Entropy Model for 3D Gaussian Splatting Data Compression di Liu, Lei, Chen, Zhenghao, Jiang, Wei, Wang, Wei, Xu, Dong

Sommario: “... employs an adaptive context selection algorithm with flexible receptive fields to produce a contextual...”
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Learning Evolution via Optimization Knowledge Adaptation di Wang, Chao, Li, Lingling, Jiao, Licheng, Zhao, Jiaxuan, Liu, Fang, Yang, Shuyuan

Sommario: “...The iterative search process of evolutionary algorithms (EAs) encapsulates optimization knowledge...”
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Integrated Experiment and Simulation Co-Design: A Key Infrastructure for Predictive Mesoscale Materials Modeling di Joshi, Shailendra P., Bucsek, Ashley, Pagan, Darren C., Daly, Samantha, Ravindran, Suraj, Marian, Jaime, Bessa, Miguel A., Kalidindi, Surya R., Admal, Nikhil C., Reina, Celia, Ghosh, Somnath, Vinals, Jorge, Tadmor, Ellad B.

Sommario: “... and validated codes for simulation and for experimental analyses, & (4) limited opportunities for workforce...”
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Scaling the Automated Discovery of Quantum Circuits via Reinforcement Learning with Gadgets di Olle, Jan, Yevtushenko, Oleg M., Marquardt, Florian

Sommario: “...), enabling RL to discover highly complex quantum codes without previous knowledge. We illustrate...”
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Classical Planning with LLM-Generated Heuristics: Challenging the State of the Art with Python Code di Corrêa, Augusto B., Pereira, André G., Seipp, Jendrik

Sommario: “...-dependent heuristic functions in the form of Python code, evaluate them on a set of training tasks within a...”
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StepGrade: Grading Programming Assignments with Context-Aware LLMs di Akyash, Mohammad, Azar, Kimia Zamiri, Kamali, Hadi Mardani

Sommario: “... careful evaluation across multiple dimensions of the code. To overcome these challenges, automated grading...”
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Almost Right: Making First-Layer Kernels Nearly Orthogonal Improves Model Generalization di Crum, Colton R., Czajka, Adam

Sommario: “...Despite several algorithmic advances in the training of convolutional neural networks (CNNs) over...”
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