Suchergebnisse - coding ((Algorithmsssicsics OR algorithm) OR (algorithm OR (algorithm OR algorithm)))

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

Inhaltsangabe: “… 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 von Ye, Rui, Wang, Wenhao, Chai, Jingyi, Li, Dihan, Li, Zexi, Xu, Yinda, Du, Yaxin, Wang, Yanfeng, Chen, Siheng

Inhaltsangabe: “… 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 von Gan, Xu, Huang, Chongwen, Yang, Zhaohui, Zhong, Caijun, Chen, Xiaoming, Zhang, Zhaoyang, Guo, Qinghua, Yuen, Chau, Debbah, Merouane

Inhaltsangabe: “… 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 von Pang, Jinlong, Wang, Jialu, Zhu, Zhaowei, Yao, Yuanshun, Qian, Chen, Liu, Yang

Inhaltsangabe: “… . 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 von Zhou, Tianshuo, Tang, Wei Yu, Malik, Apoorv, Mathews, David H., Huang, Liang

Inhaltsangabe: “… (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 von 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

Inhaltsangabe: “… 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 von Cai, Tianxi, Huang, Feiqing, Nakada, Ryumei, Zhang, Linjun, Zhou, Doudou

Inhaltsangabe: “… 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 von Liu, Zhihao, Yang, Xianliang, Liu, Zichuan, Xia, Yifan, Jiang, Wei, Zhang, Yuanyu, Li, Lijuan, Fan, Guoliang, Song, Lei, Jiang, Bian

Inhaltsangabe: “… 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 von Zhao, Xinbo, Zhang, Yingxue, Zhang, Xin, Yang, Yu, Xie, Yiqun, Li, Yanhua, Luo, Jun

Inhaltsangabe: “… 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 von Koh, Jing Yu, McAleer, Stephen, Fried, Daniel, Salakhutdinov, Ruslan

Inhaltsangabe: “… 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 von Tian, Yu, Wen, Congcong, Shi, Min, Afzal, Muhammad Muneeb, Huang, Hao, Khan, Muhammad Osama, Luo, Yan, Fang, Yi, Wang, Mengyu

Inhaltsangabe: “… 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 von Hou, Sizai, Li, Songze, Jahani-Nezhad, Tayyebeh, Caire, Giuseppe

Inhaltsangabe: “… 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 von Huang, Shuo, Sun, Shikun, Wang, Zixuan, Qin, Xiaoyu, Xiong, Yanmin, Zhang, Yuan, Wan, Pengfei, Zhang, Di, Jia, Jia

Inhaltsangabe: “… to refine details with score distillation algorithms. However, these methods exhibit two limitations …”
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Scenario-Based Robust Optimization of Tree Structures von Angelopoulos, Spyros, Dürr, Christoph, Elenter, Alex, Melidi, Georgii

Inhaltsangabe: “… . 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? von Carone, Brandon James, Ripollés, Pablo

Inhaltsangabe: “… 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 von Cunegatti, Elia, Custode, Leonardo Lucio, Iacca, Giovanni

Inhaltsangabe: “… 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 von Chakraborty, Debsubhra, Srivastava, Piyush, Kumar, Arpith, Mathur, Nilmani

Inhaltsangabe: “… 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 von Ju, Zehao, Wei, Tongquan, Shen, Fuke

Inhaltsangabe: “… 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 von Kerdabadi, Mohsen Nayebi, Moghaddam, Arya Hadizadeh, Liu, Bin, Liu, Mei, Yao, Zijun

Inhaltsangabe: “… . 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 von Wang, Qingmei, Wu, Yuxin, Long, Yujie, Huang, Jing, Ran, Fengyuan, Su, Bing, Xu, Hongteng

Inhaltsangabe: “… events. In this study, we design a new plug-and-play module based on the Bregman ADMM (BADMM) algorithm …”
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