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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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