Search Results - coding (Algorithmsssicssics OR (algorithm OR (algorithm OR algorithm)))

Algorithmic Drift: A Simulation Framework to Study the Effects of Recommender Systems on User Preferences by Coppolillo, Erica, Mungari, Simone, Ritacco, Ettore, Fabbri, Francesco, Minici, Marco, Bonchi, Francesco, Manco, Giuseppe

Table of Contents: “… the feedback loop between algorithmic suggestions and users' choices. Nonetheless, the extent to which…”
Get full text

PTSBench: A Comprehensive Post-Training Sparsity Benchmark Towards Algorithms and Models by Wnag, Zining, Guo, Jinyang, Gong, Ruihao, Yong, Yang, Liu, Aishan, Huang, Yushi, Liu, Jiaheng, Liu, Xianglong

Table of Contents: “… practice of PTS algorithms and the sparsification ability of models, which hinders the further development…”
Get full text

Stochastic Control for Fine-tuning Diffusion Models: Optimality, Regularity, and Convergence by Han, Yinbin, Razaviyayn, Meisam, Xu, Renyuan

Table of Contents: “…. While recent advances have leveraged reinforcement learning algorithms to tackle this problem, much…”
Get full text

Pedestrian-Aware Motion Planning for Autonomous Driving in Complex Urban Scenarios by Moller, Korbinian, Nyberg, Truls, Tumova, Jana, Betz, Johannes

Table of Contents: “…. This paper introduces a novel algorithm for motion planning in crowded spaces by combining social force…”
Get full text

Circuit Partitioning Using Large Language Models for Quantum Compilation and Simulations by Sinha, Pranav, Jha, Sumit Kumar, Raj, Sunny

Table of Contents: “… computation incomprehensible. Quantum circuit compilation algorithms attempt to minimize these noisy gates…”
Get full text

Effective Reinforcement Learning for Reasoning in Language Models by Huang, Lianghuan, Li, Shuo, Anupam, Sagnik, Lee, Insup, Bastani, Osbert

Table of Contents: “… capabilities of language models (LMs) in domains such as mathematics and coding. However, most modern RL…”
Get full text

Benchmarking Quantum Architecture Search with Surrogate Assistance by Martyniuk, Darya, Jung, Johannes, Barta, Daniel, Paschke, Adrian

Table of Contents: “…The development of quantum algorithms and their practical applications currently relies heavily…”
Get full text

Is Lattice Reduction Necessary for Vector Perturbation Precoding? by Semmler, Dominik, Utschick, Wolfgang, Joham, Michael

Table of Contents: “… (DL) with modulo channels, providing an approximation of dirty paper coding (DPC) which is capacity…”
Get full text

Overlooked Safety Vulnerability in LLMs: Malicious Intelligent Optimization Algorithm Request and its Jailbreak by Gu, Haoran, Wang, Handing, Mei, Yi, Zhang, Mengjie, Jin, Yaochu

Table of Contents: “… in general usage, code generation, and agent-based applications, their vulnerabilities in automated algorithm…”
Get full text

Improving Policy Exploitation in Online Reinforcement Learning with Instant Retrospect Action by Gao, Gong, Zhao, Weidong, Liu, Xianhui, Jia, Ning

Table of Contents: “… performance of online RL algorithms on eight MuJoCo continuous control tasks.The code is available at https…”
Get full text

Latent Objective Induction and Diversity-Constrained Selection: Algorithms for Multi-Locale Retrieval Pipelines by Alpay, Faruk, Sarioglu, Levent

Table of Contents: “…We present three algorithms with formal correctness guarantees and complexity bounds…”
Get full text

Relevant Walk Search for Explaining Graph Neural Networks by Xiong, Ping, Schnake, Thomas, Gastegger, Michael, Montavon, Grégoire, Müller, Klaus-Robert, Nakajima, Shinichi

Table of Contents: “…. Specifically, we propose {\em polynomial-time} algorithms for finding top-$K$ relevant walks, which drastically…”
Get full text

Rank-Based Learning and Local Model Based Evolutionary Algorithm for High-Dimensional Expensive Multi-Objective Problems by Chen, Guodong, Jiao, Jiu Jimmy, Xue, Xiaoming, Wang, Zhongzheng

Table of Contents: “… surrogate-assisted multi-objective evolutionary algorithms. The source code for this work is available…”
Get full text

POCKET: Pruning Random Convolution Kernels for Time Series Classification from a Feature Selection Perspective by Chen, Shaowu, Sun, Weize, Huang, Lei, Li, Xiaopeng, Wang, Qingyuan, John, Deepu

Table of Contents: “… is incompatible with resource-constrained devices. Despite the development of heuristic algorithms designed…”
Get full text

Probabilistic 3D Multi-Object Cooperative Tracking for Autonomous Driving via Differentiable Multi-Sensor Kalman Filter by Chiu, Hsu-kuang, Wang, Chien-Yi, Chen, Min-Hung, Smith, Stephen F.

Table of Contents: “… cooperative detection results as input to a standard single-sensor Kalman Filter-based tracking algorithm…”
Get full text

Classical Sorting Algorithms as a Model of Morphogenesis: self-sorting arrays reveal unexpected competencies in a minimal model of basal intelligence by Zhang, Taining, Goldstein, Adam, Levin, Michael

Table of Contents: “… to the behavior of classical sorting algorithms, short pieces of code which have been studied for many decades…”
Get full text

A GPU accelerated mixed-precision Smoothed Particle Hydrodynamics framework with cell-based relative coordinates by Mao, Zirui, Li, Xinyi, Hu, Shenyang, Gopalakrishnan, Ganesh, Li, Ang

Table of Contents: “… algorithms have been developed to enhance SPH efficiency, the potential efficiency gains from modern…”
Get full text

Resource Optimized Quantum Squaring Circuit by Sultana, Afrin, Muñoz-Coreas, Edgard

Table of Contents: “…Quantum squaring operation is a useful building block in implementing quantum algorithms…”
Get full text

Lectures on Parallel Computing by Träff, Jesper Larsson

Table of Contents: “… for graduate courses on High-Performance Computing, parallel algorithms and shared-memory multiprocessor…”
Get full text

Near-field imaging of local interference in radio interferometric data: Impact on the redshifted 21 cm power spectrum by Munshi, S., Mertens, F. G., Koopmans, L. V. E., Mevius, M., Offringa, A. R., Semelin, B., Viou, C., Bracco, A., Brackenhoff, S. A., Ceccotti, E., Chege, J. K., Fialkov, A., Gao, L. Y., Ghara, R., Ghosh, S., Shaw, A. K., Zarka, P., Zaroubi, S., Cecconi, B., Corbel, S., Girard, J. N., Griessmeier, J. M., Konovalenko, O., Loh, A., Tokarsky, P., Ulyanov, O., Zakharenko, V.

Table of Contents: “…: matched filtering and maximum a posteriori (MAP) imaging. These algorithms use the spherical wave equation…”
Get full text