Résultats de la recherche - coding (algorithmssicsics OR (algorithm OR ((algorithm OR algorithm) OR algorithm)))

Algorithm-hardware co-design for Energy-Efficient A/D conversion in ReRAM-based accelerators par Zhang, Chenguang, Yuan, Zhihang, Li, Xingchen, Sun, Guangyu

Table des matières: “… an algorithm-hardware co-design method and explore the co-design approach in both hardware design…”
Accéder au texte intégral

OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning par Ye, Rui, Wang, Wenhao, Chai, Jingyi, Li, Dihan, Li, Zexi, Xu, Yinda, Du, Yaxin, Wang, Yanfeng, Chen, Siheng

Table des matières: “… representative FL algorithms. Besides, OpenFedLLM supports training on diverse domains, where we cover 8 training…”
Accéder au texte intégral

Bayesian Learning for Double-RIS Aided ISAC Systems with Superimposed Pilots and Data par Gan, Xu, Huang, Chongwen, Yang, Zhaohui, Zhong, Caijun, Chen, Xiaoming, Zhang, Zhaoyang, Guo, Qinghua, Yuen, Chau, Debbah, Merouane

Table des matières: “… algorithm for multiple users. This algorithm employs the unitary approximate message passing in the Bayesian…”
Accéder au texte intégral

Fairness Without Harm: An Influence-Guided Active Sampling Approach par Pang, Jinlong, Wang, Jialu, Zhu, Zhaowei, Yao, Yuanshun, Qian, Chen, Liu, Yang

Table des matières: “…. Extensive experiments on real-world data demonstrate the effectiveness of our proposed algorithm. Our code…”
Accéder au texte intégral

Scalable and Interpretable Identification of Minimal Undesignable RNA Structure Motifs with Rotational Invariance par Zhou, Tianshuo, Tang, Wei Yu, Malik, Apoorv, Mathews, David H., Huang, Liang

Table des matières: “… (un-)designability, and design scalable and interpretable algorithms to identify minimal undesignable…”
Accéder au texte intégral

Differentially Private Synthetic Data via Foundation Model APIs 2: Text par Xie, Chulin, Lin, Zinan, Backurs, Arturs, Gopi, Sivakanth, Yu, Da, Inan, Huseyin A, Nori, Harsha, Jiang, Haotian, Zhang, Huishuai, Lee, Yin Tat, Li, Bo, Yekhanin, Sergey

Table des matières: “…Text data has become extremely valuable due to the emergence of machine learning algorithms…”
Accéder au texte intégral

Contrastive Learning on Multimodal Analysis of Electronic Health Records par Cai, Tianxi, Huang, Feiqing, Nakada, Ryumei, Zhang, Linjun, Zhou, Doudou

Table des matières: “… structured data like clinical codes and unstructured data such as clinical notes. However, many existing EHR…”
Accéder au texte intégral

Knowing What Not to Do: Leverage Language Model Insights for Action Space Pruning in Multi-agent Reinforcement Learning par Liu, Zhihao, Yang, Xianliang, Liu, Zichuan, Xia, Yifan, Jiang, Wei, Zhang, Yuanyu, Li, Lijuan, Fan, Guoliang, Song, Lei, Jiang, Bian

Table des matières: “… in the number of agents leads to a combinatorial explosion of the action space, which may result in algorithmic…”
Accéder au texte intégral

Urban-Focused Multi-Task Offline Reinforcement Learning with Contrastive Data Sharing par Zhao, Xinbo, Zhang, Yingxue, Zhang, Xin, Yang, Yu, Xie, Yiqun, Li, Yanhua, Luo, Jun

Table des matières: “… task. Moreover, MODA develops a novel model-based multi-task offline RL algorithm. This algorithm…”
Accéder au texte intégral

Tree Search for Language Model Agents par Koh, Jing Yu, McAleer, Stephen, Fried, Daniel, Salakhutdinov, Ruslan

Table des matières: “… this, we propose an inference-time search algorithm for LM agents to explicitly perform exploration…”
Accéder au texte intégral

FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification par Tian, Yu, Wen, Congcong, Shi, Min, Afzal, Muhammad Muneeb, Huang, Hao, Khan, Muhammad Osama, Luo, Yan, Fang, Yi, Wang, Mengyu

Table des matières: “… systemic study into algorithmic fairness under domain shifts, employing state-of-the-art domain adaptation…”
Accéder au texte intégral

PriRoAgg: Achieving Robust Model Aggregation with Minimum Privacy Leakage for Federated Learning par Hou, Sizai, Li, Songze, Jahani-Nezhad, Tayyebeh, Caire, Giuseppe

Table des matières: “… update); and 2) partial privacy leakage for more complicated robust aggregation algorithms (e.g…”
Accéder au texte intégral

PlacidDreamer: Advancing Harmony in Text-to-3D Generation par Huang, Shuo, Sun, Shikun, Wang, Zixuan, Qin, Xiaoyu, Xiong, Yanmin, Zhang, Yuan, Wan, Pengfei, Zhang, Di, Jia, Jia

Table des matières: “… to refine details with score distillation algorithms. However, these methods exhibit two limitations…”
Accéder au texte intégral

Scenario-Based Robust Optimization of Tree Structures par Angelopoulos, Spyros, Dürr, Christoph, Elenter, Alex, Melidi, Georgii

Table des matières: “…. Specifically, we study Binary Search Trees (BSTs) and Huffman coding, two fundamental techniques…”
Accéder au texte intégral

SoundSignature: What Type of Music Do You Like? par Carone, Brandon James, Ripollés, Pablo

Table des matières: “… recognition algorithm (CREMA), a source separation algorithm (DEMUCS), and an audio-to-MIDI converter (basic…”
Accéder au texte intégral

Zeroth-Order Adaptive Neuron Alignment Based Pruning without Re-Training par Cunegatti, Elia, Custode, Leonardo Lucio, Iacca, Giovanni

Table des matières: “…Network pruning focuses on algorithms that aim to reduce a given model's computational cost…”
Accéder au texte intégral

Nuclear correlation functions using first-principle calculations of lattice quantum chromodynamics par Chakraborty, Debsubhra, Srivastava, Piyush, Kumar, Arpith, Mathur, Nilmani

Table des matières: “… randomized algorithms inspired from computational number theory to detect and eliminate redundancies…”
Accéder au texte intégral

BEFL: Balancing Energy Consumption in Federated Learning for Mobile Edge IoT par Ju, Zehao, Wei, Tongquan, Shen, Fuke

Table des matières: “… Programming (SLSQP) algorithm for the rational allocation of communication resources. Based on this, we…”
Accéder au texte intégral

SurvAttack: Black-Box Attack On Survival Models through Ontology-Informed EHR Perturbation par Kerdabadi, Mohsen Nayebi, Moghaddam, Arya Hadizadeh, Liu, Bin, Liu, Mei, Yao, Zijun

Table des matières: “…. We specifically develop a greedy algorithm to manipulate medical codes with various adversarial…”
Accéder au texte intégral

A Plug-and-Play Bregman ADMM Module for Inferring Event Branches in Temporal Point Processes par Wang, Qingmei, Wu, Yuxin, Long, Yujie, Huang, Jing, Ran, Fengyuan, Su, Bing, Xu, Hongteng

Table des matières: “… events. In this study, we design a new plug-and-play module based on the Bregman ADMM (BADMM) algorithm…”
Accéder au texte intégral