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

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

Table of Contents: “… 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 by Ye, Rui, Wang, Wenhao, Chai, Jingyi, Li, Dihan, Li, Zexi, Xu, Yinda, Du, Yaxin, Wang, Yanfeng, Chen, Siheng

Table of Contents: “… 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 by Gan, Xu, Huang, Chongwen, Yang, Zhaohui, Zhong, Caijun, Chen, Xiaoming, Zhang, Zhaoyang, Guo, Qinghua, Yuen, Chau, Debbah, Merouane

Table of Contents: “… 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 by Pang, Jinlong, Wang, Jialu, Zhu, Zhaowei, Yao, Yuanshun, Qian, Chen, Liu, Yang

Table of Contents: “…. 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 by Zhou, Tianshuo, Tang, Wei Yu, Malik, Apoorv, Mathews, David H., Huang, Liang

Table of Contents: “… (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 by 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 of Contents: “…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 by Cai, Tianxi, Huang, Feiqing, Nakada, Ryumei, Zhang, Linjun, Zhou, Doudou

Table of Contents: “… 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 by Liu, Zhihao, Yang, Xianliang, Liu, Zichuan, Xia, Yifan, Jiang, Wei, Zhang, Yuanyu, Li, Lijuan, Fan, Guoliang, Song, Lei, Jiang, Bian

Table of Contents: “… 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 by Zhao, Xinbo, Zhang, Yingxue, Zhang, Xin, Yang, Yu, Xie, Yiqun, Li, Yanhua, Luo, Jun

Table of Contents: “… 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 by Koh, Jing Yu, McAleer, Stephen, Fried, Daniel, Salakhutdinov, Ruslan

Table of Contents: “… 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 by Tian, Yu, Wen, Congcong, Shi, Min, Afzal, Muhammad Muneeb, Huang, Hao, Khan, Muhammad Osama, Luo, Yan, Fang, Yi, Wang, Mengyu

Table of Contents: “… 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 by Hou, Sizai, Li, Songze, Jahani-Nezhad, Tayyebeh, Caire, Giuseppe

Table of Contents: “… 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 by Huang, Shuo, Sun, Shikun, Wang, Zixuan, Qin, Xiaoyu, Xiong, Yanmin, Zhang, Yuan, Wan, Pengfei, Zhang, Di, Jia, Jia

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

Table of Contents: “…. 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? by Carone, Brandon James, Ripollés, Pablo

Table of Contents: “… 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 by Cunegatti, Elia, Custode, Leonardo Lucio, Iacca, Giovanni

Table of Contents: “…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 by Chakraborty, Debsubhra, Srivastava, Piyush, Kumar, Arpith, Mathur, Nilmani

Table of Contents: “… 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 by Ju, Zehao, Wei, Tongquan, Shen, Fuke

Table of Contents: “… 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 by Kerdabadi, Mohsen Nayebi, Moghaddam, Arya Hadizadeh, Liu, Bin, Liu, Mei, Yao, Zijun

Table of Contents: “…. 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 by Wang, Qingmei, Wu, Yuxin, Long, Yujie, Huang, Jing, Ran, Fengyuan, Su, Bing, Xu, Hongteng

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