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

ORCAS Codes: A Flexible Generalization of Polar Codes with Low-Complexity Decoding by Zunker, Andreas, Rübenacke, Marvin, Brink, Stephan ten

Table of Contents: “…Motivated by the need for channel codes with low-complexity soft-decision decoding algorithms, we…”
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A rational approximation of the two-term Machin-like formula for $π$ by Abrarov, Sanjar M., Siddiqui, Rehan, Jagpal, Rajinder Kumar, Quine, Brendan M.

Table of Contents: “… an algorithm for computing digits of $π$ by using its rational approximation. In this approximation, both terms…”
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CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity by Bhatt, Aditya, Palenicek, Daniel, Belousov, Boris, Argus, Max, Amiranashvili, Artemij, Brox, Thomas, Peters, Jan

Table of Contents: “…Sample efficiency is a crucial problem in deep reinforcement learning. Recent algorithms…”
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Communication-Efficient Federated Learning with Accelerated Client Gradient by Kim, Geeho, Kim, Jinkyu, Han, Bohyung

Table of Contents: “… 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 by Castiglione, Cristian, Bernardi, Mauro

Table of Contents: “…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 by Yuan, Shiran, Huang, Kaizhu

Table of Contents: “… 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 by Xu, Yiqing, Doshi-Velez, Finale, Hsu, David

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

Table of Contents: “… 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 by Li, Ziqiang, Sun, Jindi

Table of Contents: “… 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 by Wu, Guanlin, Zhao, Zhuokai, He, Yutao

Table of Contents: “… 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 by Jeen, Scott, Bewley, Tom, Cullen, Jonathan M.

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

Table of Contents: “… 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 by Wodzinski, Marek, Müller, Henning

Table of Contents: “… 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 by Li, Zeyong

Table of Contents: “…{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 by Shakerinava, Mehran, Sohrabi, Motahareh, Ravanbakhsh, Siamak, Lacoste-Julien, Simon

Table of Contents: “… 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 by Zadem, Mehdi, Mover, Sergio, Nguyen, Sao Mai

Table of Contents: “…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 by Gao, Songyang, Ge, Qiming, Shen, Wei, Dou, Shihan, Ye, Junjie, Wang, Xiao, Zheng, Rui, Zou, Yicheng, Chen, Zhi, Yan, Hang, Zhang, Qi, Lin, Dahua

Table of Contents: “… 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 by Jaensch, Fabian, Caire, Giuseppe, Demir, Begüm

Table of Contents: “…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 by Moller, Korbinian, Trauth, Rainer, Betz, Johannes

Table of Contents: “… 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 by Xu, Ming, Xie, Zilong

Table of Contents: “…Most Vision-and-Language Navigation (VLN) algorithms are prone to making inaccurate decisions due…”
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