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Foundations and Trends in Machine Learning 封面图

Foundations and Trends in Machine Learning

IF25.4
论文数34
被引数4868
期刊论文 34
发表时间
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A tutorial on learning from preferences and choices with Gaussian processes基于高斯过程的偏好与选择学习教程
deleteFoundations and Trends in Machine Learning
IF25.4
delete2026-04-21
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PREAI
deleteBenavoli, Alessio; Azzimonti, Dario
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Generalization Bounds : Perspectives from Information Theory and PAC-Bayes泛化界限: 来自信息论和pac-bayes的观点
deleteFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
delete2025-01-01
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deleteHellstrom, Fredrik; Durisi, Giuseppe; Raginsky, Maxim
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A Tutorial on Meta-Reinforcement Learning元强化学习教程
deleteFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
delete2025-01-01
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PREAI
deleteBeck, Jacob; Vuorio, Risto; Liu, Evan Zheran; Xiong, Zheng; Zintgraf, Luisa; Finn, Chelsea; Whiteson, Shimon
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Causal Fairness Analysis: A Causal Toolkit for Fair Machine Learning因果公平分析: 公平机器学习的因果工具包
deleteFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
delete2024-01-01
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PREAI
deletePlecko, Drago; Bareinboim, Elias
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User-friendly Introduction to PAC-Bayes Bounds用户友好的pac-bayes边界介绍
deleteFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
delete2024-01-01
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deleteAlquier, Pierre
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Automated Deep Learning: Neural Architecture Search Is Not the End自动化深度学习: 神经架构搜索不是终点
deleteFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
delete2024-01-01
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deleteDong, Xuanyi; Kedziora, David Jacob; Musial, Katarzyna; Gabrys, Bogdan
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AutonoML: Towards an Integrated Framework for Autonomous Machine LearningAutonoML: 面向自主机器学习的集成框架
deleteFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
delete2024-01-01
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deleteKedziora, David Jacob; Musial, Katarzyna; Gabrys, Bogdan
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An Introduction to Deep Survival Analysis Models for Predicting Time-to-Event Outcomes用于预测事件发生时间结果的深度生存分析模型简介
deleteFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
delete2024-01-01
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deleteChen, George H.
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A Friendly Tutorial on Mean-Field Spin Glass Techniques for Non-Physicists非物理学家关于平均场自旋玻璃技术的友好教程
deleteFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
delete2024-01-01
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deleteMontanari, Andrea; Sen, Subhabrata
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Model-based Reinforcement Learning: A Survey基于模型的强化学习: 综述
deleteFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
delete2023-01-01
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deleteMoerland, Thomas M.; Broekens, Joost; Plaat, Aske; Jonker, Catholijn M.
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Reinforcement Learning, Bit by Bit强化学习，一点一点
deleteFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
delete2023-01-01
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deleteLu, Xiuyuan; Van Roy, Benjamin; Dwaracherla, Vikranth; Ibrahimi, Morteza; Osband, Ian; Wen, Zheng
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Conformal Prediction: A Gentle Introduction适形预测: 一个温和的介绍
deleteFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
delete2023-01-01
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PREAI
deleteAngelopoulos, Anastasios N.; Bates, Stephen
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Graph Neural Networks for Natural Language Processing: A Survey
deleteFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
delete2023-01-01
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deleteWu, Lingfei; Chen, Yu; Shen, Kai; Guo, Xiaojie; Gao, Hanning; Li, Shucheng; Pei, Jian; Long, Bo
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Tutorial on Amortized Optimization
deleteFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
delete2023-01-01
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deleteAmos, Brandon
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Introduction to Riemannian Geometry and Geometric Statistics: From Basic Theory to Implementation with Geomstats
deleteFOUNDATIONS AND TRENDS IN MACHINE LEARNING
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delete2023-01-01
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deleteGuigui, Nicolas; Miolane, Nina; Pennec, Xavier
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Divided Differences, Falling Factorials, and Discrete Splines
deleteFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
delete2022-01-01
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deleteTibshirani, Ryan J.
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Risk-Sensitive Reinforcement Learning via Policy Gradient Search
deleteFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
delete2022-01-01
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deletePrashanth, L. A.; Fu, Michael C.
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Learning in Repeated Auctions
deleteFOUNDATIONS AND TRENDS IN MACHINE LEARNING
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delete2022-01-01
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deleteNedelec, Thomas; Calauzenes, Clement; El Karoui, Noureddine; Perchet, Vianney
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A Unifying Tutorial on Approximate Message Passing关于近似消息传递的统一教程
deleteFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
delete2022-01-01
delete38
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deleteFeng, Oliver Y.; Venkataramanan, Ramji; Rush, Cynthia; Samworth, Richard J.
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Spectral Methods for Data Science: A Statistical Perspective
deleteFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
delete2021-01-01
delete78
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deleteChen, Yuxin; Chi, Yuejie; Fan, Jianqing; Ma, Cong
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