Risultati della ricerca - coding (algorithmssics OR (algorithm OR (algorithm OR Algorithmssssicsics)))

Enhancing PySCF-based Quantum Chemistry Simulations with Modern Hardware, Algorithms, and Python Tools di Pu, Zhichen, Sun, Qiming

Sommario: “... GPU acceleration for selected PySCF modules. Second, we demonstrate algorithmic optimizations...”
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Portal for High-Precision Atomic Data and Computation di Kiruga, Amani, Cheung, Charles, Filin, Dmytro, Barakhshan, Parinaz, Bhosale, Akshay, Badhan, Vipul, Arora, Bindiya, Eigenmann, Rudolf, Safronova, Marianna S.

Sommario: “...-access atomic software based on our research codes, including new workflow algorithms, which allow large...”
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Agentic-R1: Distilled Dual-Strategy Reasoning di Du, Weihua, Aggarwal, Pranjal, Welleck, Sean, Yang, Yiming

Sommario: “... and error-prone natural language traces. Tool-augmented agents address arithmetic via code execution...”
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Resampling strategies for imbalanced regression: a survey and empirical analysis di Avelino, Juscimara G., Cavalcanti, George D. C., Cruz, Rafael M. O.

Sommario: “... strategies in the form of resampling or balancing algorithms are proposed. This issue has largely been...”
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Task-Specific Audio Coding for Machines: Machine-Learned Latent Features Are Codes for That Machine di Kuznetsova, Anastasia, Jang, Inseon, Lim, Wootaek, Kim, Minje

Sommario: “...Neural audio codecs, leveraging quantization algorithms, have significantly impacted various speech...”
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Enhancing Jailbreak Attacks on LLMs via Persona Prompts di Zhang, Zheng, Zhao, Peilin, Ye, Deheng, Wang, Hao

Sommario: “... explore the efficacy of persona prompts in compromising LLM defenses. We propose a genetic algorithm-based...”
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Horizon tracking for asynchronous parallel black hole simulations di Nelli, Kyle C., Throwe, William, Deppe, Nils, Scheel, Mark A., Kidder, Lawrence E., Vu, Nils L., Teukolsky, Saul A.

Sommario: “... of these next-generation detections. One approach, which the $\texttt{SpECTRE}$ code employs, is using spectral...”
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Scalable Option Learning in High-Throughput Environments di Henaff, Mikael, Fujimoto, Scott, Matthews, Michael, Rabbat, Michael

Sommario: “... RL algorithm which achieves a ~35x higher throughput compared to existing hierarchical methods...”
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CRouting: Reducing Expensive Distance Calls in Graph-Based Approximate Nearest Neighbor Search di Li, Zhenxin, He, Shuibing, Guo, Jiahao, Zhang, Xuechen, Sun, Xian-He, Chen, Gang

Sommario: “... applications. Recently, there has been a surge of interest in graph-based ANNS algorithms due to their superior...”
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Efficient Solutions for Mitigating Initialization Bias in Unsupervised Self-Adaptive Auditory Attention Decoding di Yao, Yuanyuan, Geirnaert, Simon, Tuytelaars, Tinne, Bertrand, Alexander

Sommario: “... cost. The code for the proposed algorithms is available at https://github.com/YYao-42/Unsupervised_AAD. ...”
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Are ASR foundation models generalized enough to capture features of regional dialects for low-resource languages? di Dipto, Tawsif Tashwar, Hossain, Azmol, Faruque, Rubayet Sabbir, Hassan, Md. Rezuwan, Fatema, Kanij, Shome, Tanmoy, Naswan, Ruwad, Zihad, Md. Foriduzzaman, Anam, Mohaymen Ul, Tasnim, Nazia, Mahmud, Hasan, Hasan, Md Kamrul, Shawon, Md. Mehedi Hasan, Sadeque, Farig, Reasat, Tahsin

Sommario: “... out of-distribution (OOD) resource for ASR modeling under constrained resources in ASR algorithms...”
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The Best of N Worlds: Aligning Reinforcement Learning with Best-of-N Sampling via max@k Optimisation di Bagirov, Farid, Arkhipov, Mikhail, Sycheva, Ksenia, Glukhov, Evgeniy, Bogomolov, Egor

Sommario: “...The application of Reinforcement Learning with Verifiable Rewards (RLVR) to mathematical and coding...”
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Quantum Optimization Algorithms di Stein, Jonas, Zorn, Maximilian, Sünkel, Leo, Gabor, Thomas

Sommario: “... industrially relevant problems. As the key algorithm in this field, we motivate and discuss the Quantum...”
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Model-based Testing of Practical Distributed Systems in Actor Model di Kokorin, Ilya, Chernatskiy, Evgeny, Aksenov, Vitaly

Sommario: “... does not require any modifications to the code or interfering with the distributed system execution...”
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Leveraging Symmetry Merging in Pauli Propagation di Teng, Yanting, Chang, Su Yeon, Rudolph, Manuel S., Holmes, Zoë

Sommario: “.... This procedure, formalized as the symmetry-merging Pauli propagation algorithm, propagates only a minimal set...”
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A Gaussian Parameterization for Direct Atomic Structure Identification in Electron Tomography di Singh, Nalini M., Chien, Tiffany, McCray, Arthur R. C., Ophus, Colin, Waller, Laura

Sommario: “... underlying 3D representation. Classical tomography algorithms solve for an intermediate volumetric...”
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How I Met Your Bias: Investigating Bias Amplification in Diffusion Models di Roos, Nathan, Iakovleva, Ekaterina, Gjergji, Ani, Pastore, Vito Paolo, Tartaglione, Enzo

Sommario: “..., this work provides the first analysis of how sampling algorithms and their hyperparameters influence bias...”
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CLewR: Curriculum Learning with Restarts for Machine Translation Preference Learning di Dragomir, Alexandra, Brad, Florin, Ionescu, Radu Tudor

Sommario: “... optimization algorithms to boost MT performance. We introduce a novel curriculum learning strategy...”
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Efficient Imputation for Patch-based Missing Single-cell Data via Cluster-regularized Optimal Transport di Liu, Yuyu, Yang, Jiannan, Yu, Ziyang, Pan, Weishen, Wang, Fei, Ma, Tengfei

Sommario: “... present CROT (Cluster-Regularized Optimal Transport), an optimal transport-based imputation algorithm...”
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Multi-invariants in stabilizer states di Akella, Sriram, Gadde, Abhijit, Pandey, Jay

Sommario: “... measures - known as multi-invariants - for stabilizer states. We give an efficient numerical algorithm...”
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