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会议文集
会议名
37th Conference on Uncertainty in Artificial Intelligence (UAI 2021)
中译名
《第三十七届人工智能不确定性会议,卷2》
机构
Association for Uncertainty in Artificial Intelligence (AUAI)
会议日期
27-30 July 2021
会议地点
Online
出版年
2021
馆藏号
342229
题名
作者
出版年
When is Particle Filtering Efficient for Planning in Partially Observed Linear Dynamical Systems?
Simon S. Du; Wei Hu; Zhiyuan Li; Ruoqi Shen; Zhao Song; Jiajun Wu
2021
Thompson Sampling for Markov Games with Piecewise Stationary Opponent Policies
Anthony DiGiovanni; Ambuj Tewari
2021
Hierarchical Indian Buffet Neural Networks for Bayesian Continual Learning
Samuel Kessler; Vu Nguyen; Stefan Zohren; Stephen J. Roberts
2021
Measuring Data Leakage in Machine-Learning Models with Fisher Information
Awni Hannun; Chuan Guo; Laurens van der Maaten
2021
Improved Generalization Bounds of Group Invariant / Equivariant Deep Networks via Quotient Feature Spaces
Akiyoshi Sannai; Masaaki Imaizumi; Makoto Kawano
2021
Probabilistic Task Modelling for Meta-Learning
Cuong C. Nguyen; Thanh-Toan Do; Gustavo Carneiro
2021
Approximation Algorithm for Submodular Maximization under Submodular Cover
Naoto Ohsaka; Tatsuya Matsuoka
2021
Tighter Generalization Bounds for Iterative Privacy-Preserving Algorithms
Fengxiang He; Bohan Wang; Dacheng Tao
2021
Dependency in DAG models with Hidden Variables
Robin J. Evans
2021
Natural Language Adversarial Defense through Synonym Encoding
Xiaosen Wang; Hao Jin; Yichen Yang; Kun He
2021
Path-BN: Towards Effective Batch Normalization in the Path Space for ReLU Networks
Xufang Luo; Qi Meng; Wei Chen; Yunhong Wang; Tie-Yan Liu
2021
Distribution-Free Uncertainty Quantification for Classification Under Label Shift
Aleksandr Podkopaev; Aaditya Ramdas
2021
Identifying Untrustworthy Predictions in Neural Networks by Geometric Gradient Analysis
Leo Schwinn; An Nguyen; Rene Raab; Leon Bungert; Daniel Tenbrinck; Dario Zanca; Martin Burger; Bjoern Eskofier
2021
Combinatorial Semi-Bandit in the Non-Stationary Environment
Wei Chen; Liwei Wang; Haoyu Zhao; Kai Zheng
2021
Time-Variant Variational Transfer for Value Functions
Giuseppe Canonaco; Andrea Soprani; Matteo Giuliani; Andrea Castelletti; Manuel Roveri; Marcello Restelli
2021
BayLIME: Bayesian Local Interpretable Model-Agnostic Explanations
Xingyu Zhao; Wei Huang; Xiaowei Huang; Valentin Robu; David Flynn
2021
On Random Kernels of Residual Architectures
Etai Littwin; Tomer Galanti; Lior Wolf
2021
Neural Markov Logic Networks
Giuseppe Marra; Ondrej Kuzelka
2021
Deep Kernels with Probabilistic Embeddings for Small-Data Learning
Ankur Mallick; Chaitanya Dwivedi; Bhavya Kailkhura; Gauri Joshi; T. Yong-Jin Han
2021
On the Effects of Quantisation on Model Uncertainty in Bayesian Neural Networks
Martin Ferianc; Partha Maji; Matthew Mattina; Miguel Rodrigues
2021
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