Resultados de búsqueda - coding ((algorithmics OR algorithmsssic) OR (algorithm OR (algorithmics OR algorithmics)))

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

Tabla de Contenidos: “… an algorithm-hardware co-design method and explore the co-design approach in both hardware design…”
Enlace del recurso

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

Tabla de Contenidos: “… representative FL algorithms. Besides, OpenFedLLM supports training on diverse domains, where we cover 8 training…”
Enlace del recurso

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

Tabla de Contenidos: “… algorithm for multiple users. This algorithm employs the unitary approximate message passing in the Bayesian…”
Enlace del recurso

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

Tabla de Contenidos: “…. Extensive experiments on real-world data demonstrate the effectiveness of our proposed algorithm. Our code…”
Enlace del recurso

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

Tabla de Contenidos: “… (un-)designability, and design scalable and interpretable algorithms to identify minimal undesignable…”
Enlace del recurso

Differentially Private Synthetic Data via Foundation Model APIs 2: Text por 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

Tabla de Contenidos: “…Text data has become extremely valuable due to the emergence of machine learning algorithms…”
Enlace del recurso

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

Tabla de Contenidos: “… structured data like clinical codes and unstructured data such as clinical notes. However, many existing EHR…”
Enlace del recurso

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

Tabla de Contenidos: “… in the number of agents leads to a combinatorial explosion of the action space, which may result in algorithmic…”
Enlace del recurso

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

Tabla de Contenidos: “… task. Moreover, MODA develops a novel model-based multi-task offline RL algorithm. This algorithm…”
Enlace del recurso

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

Tabla de Contenidos: “… this, we propose an inference-time search algorithm for LM agents to explicitly perform exploration…”
Enlace del recurso

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

Tabla de Contenidos: “… systemic study into algorithmic fairness under domain shifts, employing state-of-the-art domain adaptation…”
Enlace del recurso

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

Tabla de Contenidos: “… update); and 2) partial privacy leakage for more complicated robust aggregation algorithms (e.g…”
Enlace del recurso

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

Tabla de Contenidos: “… to refine details with score distillation algorithms. However, these methods exhibit two limitations…”
Enlace del recurso

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

Tabla de Contenidos: “…. Specifically, we study Binary Search Trees (BSTs) and Huffman coding, two fundamental techniques…”
Enlace del recurso

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

Tabla de Contenidos: “… recognition algorithm (CREMA), a source separation algorithm (DEMUCS), and an audio-to-MIDI converter (basic…”
Enlace del recurso

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

Tabla de Contenidos: “…Network pruning focuses on algorithms that aim to reduce a given model's computational cost…”
Enlace del recurso

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

Tabla de Contenidos: “… randomized algorithms inspired from computational number theory to detect and eliminate redundancies…”
Enlace del recurso

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

Tabla de Contenidos: “… Programming (SLSQP) algorithm for the rational allocation of communication resources. Based on this, we…”
Enlace del recurso

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

Tabla de Contenidos: “…. We specifically develop a greedy algorithm to manipulate medical codes with various adversarial…”
Enlace del recurso

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

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