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

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

PyVRP: a high-performance VRP solver package by Wouda, Niels A., Lan, Leon, Kool, Wouter

Table of Contents: “… with the performance of C++, by implementing (only) performance critical parts of the algorithm in C++, while being…”
Get full text

Phase Noise Detection via Expectation Propagation and Related Algorithms by Conti, Elisa, Vannucci, Armando, Piemontese, Amina, Colavolpe, Giulio

Table of Contents: “…-passing algorithm based on factor graphs with an inherent ability to combine prior knowledge of system…”
Get full text

Privacy-preserving Scanpath Comparison for Pervasive Eye Tracking by Ozdel, Suleyman, Bozkir, Efe, Kasneci, Enkelejda

Table of Contents: “… comparison protocol designed for the widely used Needleman-Wunsch algorithm, a generalized version…”
Get full text