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2004.13465
Cited By
Nearly Optimal Regret for Stochastic Linear Bandits with Heavy-Tailed Payoffs
International Joint Conference on Artificial Intelligence (IJCAI), 2020
28 April 2020
Bo Xue
Guanghui Wang
Yimu Wang
Lijun Zhang
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Papers citing
"Nearly Optimal Regret for Stochastic Linear Bandits with Heavy-Tailed Payoffs"
24 / 24 papers shown
Heavy-Tailed Linear Bandits: Huber Regression with One-Pass Update
Jing Wang
Yu Zhang
Peng Zhao
Zhi Zhou
416
4
0
01 Mar 2025
Catoni Contextual Bandits are Robust to Heavy-tailed Rewards
Chenlu Ye
Yujia Jin
Alekh Agarwal
Tong Zhang
491
1
0
04 Feb 2025
Low-rank Matrix Bandits with Heavy-tailed Rewards
Yue Kang
Cho-Jui Hsieh
T. C. Lee
327
5
0
26 Apr 2024
Efficient Algorithms for Generalized Linear Bandits with Heavy-tailed Rewards
Neural Information Processing Systems (NeurIPS), 2023
Bo Xue
Yimu Wang
Yuanyu Wan
Jinfeng Yi
Lijun Zhang
267
12
0
28 Oct 2023
Towards Robust Offline Reinforcement Learning under Diverse Data Corruption
Rui Yang
Han Zhong
Jiawei Xu
Amy Zhang
Chong Zhang
Lei Han
Tong Zhang
OffRL
OnRL
501
28
0
19 Oct 2023
Tackling Heavy-Tailed Rewards in Reinforcement Learning with Function Approximation: Minimax Optimal and Instance-Dependent Regret Bounds
Neural Information Processing Systems (NeurIPS), 2023
Jiayi Huang
Han Zhong
Liwei Wang
Lin F. Yang
465
14
0
12 Jun 2023
Variance-aware robust reinforcement learning with linear function approximation under heavy-tailed rewards
Xiang Li
Qiang Sun
307
10
0
09 Mar 2023
GraphSR: A Data Augmentation Algorithm for Imbalanced Node Classification
AAAI Conference on Artificial Intelligence (AAAI), 2023
Mengting Zhou
Zhiguo Gong
241
47
0
24 Feb 2023
Quantum Heavy-tailed Bandits
Yulian Wu
Chaowen Guan
Vaneet Aggarwal
Haiyan Zhao
280
6
0
23 Jan 2023
Graph Convolutional Network for Multi-Target Multi-Camera Vehicle Tracking
Elena Luna
Juan Carlos San Miguel
J. Sanchez
Marcos Escudero-Viñolo
212
7
0
28 Nov 2022
The Devil is in the Conflict: Disentangled Information Graph Neural Networks for Fraud Detection
Industrial Conference on Data Mining (IDM), 2022
Zhixun Li
Dingshuo Chen
Qiang Liu
Shu Wu
AAML
284
26
0
22 Oct 2022
Rethinking Efficiency and Redundancy in Training Large-scale Graphs
Xin Liu
Xunbin Xiong
Yurui Lai
Runzhen Xue
Shirui Pan
Xiaochun Ye
Xiaochun Ye
303
1
0
02 Sep 2022
NodeTrans: A Graph Transfer Learning Approach for Traffic Prediction
Xueyan Yin
Fei Li
Yanming Shen
Heng Qi
Baocai Yin
GNN
AI4TS
153
11
0
04 Jul 2022
TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification
International Conference on Machine Learning (ICML), 2022
Jae-gyun Song
Joonhyung Park
Eunho Yang
209
86
0
26 Jun 2022
Knowledge Learning with Crowdsourcing: A Brief Review and Systematic Perspective
IEEE/CAA Journal of Automatica Sinica (JCAS), 2022
Jing Zhang
HAI
169
50
0
19 Jun 2022
Stochastic Contextual Dueling Bandits under Linear Stochastic Transitivity Models
International Conference on Machine Learning (ICML), 2022
Viktor Bengs
Aadirupa Saha
Eyke Hüllermeier
288
30
0
09 Feb 2022
Adaptive Best-of-Both-Worlds Algorithm for Heavy-Tailed Multi-Armed Bandits
International Conference on Machine Learning (ICML), 2022
Jiatai Huang
Yan Dai
Longbo Huang
370
24
0
28 Jan 2022
Graph Decipher: A transparent dual-attention graph neural network to understand the message-passing mechanism for the node classification
International Journal of Intelligent Systems (IJIS), 2022
Yan Pang
Chao Liu
GNN
199
15
0
04 Jan 2022
Imbalanced Graph Classification via Graph-of-Graph Neural Networks
Yu Wang
Yuying Zhao
Neil Shah
Hanyu Wang
396
69
0
01 Dec 2021
Breaking the Moments Condition Barrier: No-Regret Algorithm for Bandits with Super Heavy-Tailed Payoffs
Han Zhong
Jiayi Huang
Lin F. Yang
Liwei Wang
195
11
0
26 Oct 2021
Fast and Accurate Graph Learning for Huge Data via Minipatch Ensembles
Tianyi Yao
Minjie Wang
Genevera I. Allen
292
1
0
22 Oct 2021
Tackling the Imbalance for GNNs
Rui Wang
Weixuan Xiong
Qing-Hu Hou
Ou Wu
250
8
0
17 Oct 2021
Topology-Imbalance Learning for Semi-Supervised Node Classification
Neural Information Processing Systems (NeurIPS), 2021
Deli Chen
Yankai Lin
Guangxiang Zhao
Xuancheng Ren
Peng Li
Jie Zhou
Xu Sun
302
121
0
08 Oct 2021
Graph Classification by Mixture of Diverse Experts
Fenyu Hu
Liping Wang
Shu Wu
Liang Wang
Tieniu Tan
288
20
0
29 Mar 2021
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