Suchergebnisse - coding (algorithmics OR (algorithm OR (algorithm OR (algorithmsssics OR Algorithmsssssssics))))

Communication-Efficient Federated Learning with Accelerated Client Gradient von Kim, Geeho, Kim, Jinkyu, Han, Bohyung

Inhaltsangabe: “… to reduce bias and improve the stability of our algorithm. We provide the theoretical convergence rate …”
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Non-conjugate variational Bayes for pseudo-likelihood mixed effect models von Castiglione, Cristian, Bernardi, Mauro

Inhaltsangabe: “… We propose a unified, yet simple to code, non-conjugate variational Bayes algorithm for posterior …”
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A generalizable framework for low-rank tensor completion with numerical priors von Yuan, Shiran, Huang, Kaizhu

Inhaltsangabe: “… the algorithms from reaching optimal accuracy. Despite the existence of some individual works which consider ad …”
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On the Effective Horizon of Inverse Reinforcement Learning von Xu, Yiqing, Doshi-Velez, Finale, Hsu, David

Inhaltsangabe: “… Inverse reinforcement learning (IRL) algorithms often rely on (forward) reinforcement learning …”
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PyTomography: A Python Library for Medical Image Reconstruction von Polson, Lucas A., Fedrigo, Roberto, Li, Chenguang, Sabouri, Maziar, Dzikunu, Obed, Ahamed, Shadab, Karakatsanis, Nikolaos, Sheikhzadeh, Peyman, Esquinas, Pedro, Rahmim, Arman, Uribe, Carlos

Inhaltsangabe: “… backend code to encourage community contributions and (ii) offer support for the multitude …”
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On the Reduction of the Spherical Point-in-Polygon Problem for Antipode-Excluding Spherical Polygons von Li, Ziqiang, Sun, Jindi

Inhaltsangabe: “… algorithm, solve SPiP correctly and efficiently for BAE spherical polygons. The MATLAB code provided …”
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RELAX: Reinforcement Learning Enabled 2D-LiDAR Autonomous System for Parsimonious UAVs von Wu, Guanlin, Zhao, Zhuokai, He, Yutao

Inhaltsangabe: “… algorithms that enable UAVs to navigate through complex unknown environments autonomously, they often require …”
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Zero-Shot Reinforcement Learning from Low Quality Data von Jeen, Scott, Bewley, Tom, Cullen, Jonathan M.

Inhaltsangabe: “… inspired by conservatism, a well-established feature of performant single-task offline RL algorithms. We …”
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Context-Aware Meta-Learning von Fifty, Christopher, Duan, Dennis, Junkins, Ronald G., Amid, Ehsan, Leskovec, Jure, Re, Christopher, Thrun, Sebastian

Inhaltsangabe: “… and/or fine-tuning on similar objects. In this work, we propose a meta-learning algorithm that emulates Large …”
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Automatic Aorta Segmentation with Heavily Augmented, High-Resolution 3-D ResUNet: Contribution to the SEG.A Challenge von Wodzinski, Marek, Müller, Henning

Inhaltsangabe: “… to the SEG.A challenge organized during the MICCAI 2023 conference. We propose a fully automated algorithm …”
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Symmetric Exponential Time Requires Near-Maximum Circuit Size: Simplified, Truly Uniform von Li, Zeyong

Inhaltsangabe: “… {SIZE}[2^n/n]$ by giving a single-valued $\mathsf{FS_2P}$ algorithm for the Range Avoidance Problem …”
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Weight-Sharing Regularization von Shakerinava, Mehran, Sohrabi, Motahareh, Ravanbakhsh, Siamak, Lacoste-Julien, Simon

Inhaltsangabe: “… existing algorithms for $\operatorname{prox}_\mathcal{R}$ (to run on GPU) and find that one of them is fast …”
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Reconciling Spatial and Temporal Abstractions for Goal Representation von Zadem, Mehdi, Mover, Sergio, Nguyen, Sao Mai

Inhaltsangabe: “… Goal representation affects the performance of Hierarchical Reinforcement Learning (HRL) algorithms …”
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Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback von Gao, Songyang, Ge, Qiming, Shen, Wei, Dou, Shihan, Ye, Junjie, Wang, Xiao, Zheng, Rui, Zou, Yicheng, Chen, Zhi, Yan, Hang, Zhang, Qi, Lin, Dahua

Inhaltsangabe: “… algorithms, such as PPO, are hampered by complex annotation and training requirements. This reliance limits …”
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Radio Map Estimation -- An Open Dataset with Directive Transmitter Antennas and Initial Experiments von Jaensch, Fabian, Caire, Giuseppe, Demir, Begüm

Inhaltsangabe: “… Over the last years, several works have explored the application of deep learning algorithms …”
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Overcoming Blind Spots: Occlusion Considerations for Improved Autonomous Driving Safety von Moller, Korbinian, Trauth, Rainer, Betz, Johannes

Inhaltsangabe: “… into motion planner algorithms. We present critical real-world scenarios to evaluate our module and apply our …”
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Hierarchical Spatial Proximity Reasoning for Vision-and-Language Navigation von Xu, Ming, Xie, Zilong

Inhaltsangabe: “… Most Vision-and-Language Navigation (VLN) algorithms are prone to making inaccurate decisions due …”
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PyVRP: a high-performance VRP solver package von Wouda, Niels A., Lan, Leon, Kool, Wouter

Inhaltsangabe: “… with the performance of C++, by implementing (only) performance critical parts of the algorithm in C++, while being …”
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Phase Noise Detection via Expectation Propagation and Related Algorithms von Conti, Elisa, Vannucci, Armando, Piemontese, Amina, Colavolpe, Giulio

Inhaltsangabe: “… -passing algorithm based on factor graphs with an inherent ability to combine prior knowledge of system …”
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Privacy-preserving Scanpath Comparison for Pervasive Eye Tracking von Ozdel, Suleyman, Bozkir, Efe, Kasneci, Enkelejda

Inhaltsangabe: “… comparison protocol designed for the widely used Needleman-Wunsch algorithm, a generalized version …”
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