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1607.00567
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Rademacher Complexity Bounds for a Penalized Multiclass Semi-Supervised Algorithm
Journal of Artificial Intelligence Research (JAIR), 2016
2 July 2016
Yury Maximov
Massih-Reza Amini
Zaïd Harchaoui
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Papers citing
"Rademacher Complexity Bounds for a Penalized Multiclass Semi-Supervised Algorithm"
15 / 15 papers shown
FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness for Semi-Supervised Learning
Neural Information Processing Systems (NeurIPS), 2023
Zhuo Huang
Li Shen
Jun-chen Yu
Bo Han
Tongliang Liu
FedML
264
35
0
25 Oct 2023
Long-term drought prediction using deep neural networks based on geospatial weather data
Environmental Modelling & Software (Environ. Model. Softw.), 2023
Alexander Marusov
Vsevolod Grabar
Yury Maximov
Nazar Sotiriadi
Alexander Bulkin
Alexey Zaytsev
285
19
0
12 Sep 2023
Unsupervised Domain Adaptation with Deep Neural-Network
Artem Bituitskii
OOD
266
0
0
10 Jul 2023
Deep Learning with Partially Labeled Data for Radio Map Reconstruction
Alkesandra Malkova
Massih-Reza Amini
B. Denis
C. Villien
191
0
0
07 Jun 2023
DRIFT: A Federated Recommender System with Implicit Feedback on the Items
Theo Nommay
FedML
91
0
0
17 Apr 2023
Inference and Optimization for Engineering and Physical Systems
M. Krechetov
142
0
0
29 Aug 2022
Multi-class Classification with Fuzzy-feature Observations: Theory and Algorithms
IEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2022
Guangzhi Ma
Jie Lu
Yifan Zhang
Zhen Fang
Guangquan Zhang
198
8
0
09 Jun 2022
Self-Training: A Survey
Neurocomputing (Neurocomputing), 2022
Massih-Reza Amini
Vasilii Feofanov
Loïc Pauletto
Lies Hadjadj
Emilie Devijver
Yury Maximov
SSL
551
152
0
24 Feb 2022
Self-Training of Halfspaces with Generalization Guarantees under Massart Mislabeling Noise Model
Lies Hadjadj
Massih-Reza Amini
Sana Louhichi
A. Deschamps
274
1
0
29 Nov 2021
Multi-class Probabilistic Bounds for Self-learning
Vasilii Feofanov
Emilie Devijver
Massih-Reza Amini
171
3
0
29 Sep 2021
Fine-grained Generalization Analysis of Structured Output Prediction
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Waleed Mustafa
Yunwen Lei
Antoine Ledent
Matthias Kirchler
227
10
0
31 May 2021
Fine-grained Generalization Analysis of Vector-valued Learning
AAAI Conference on Artificial Intelligence (AAAI), 2021
Liang Wu
Antoine Ledent
Yunwen Lei
Matthias Kirchler
178
11
0
29 Apr 2021
Multiclass classification by sparse multinomial logistic regression
IEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2020
F. Abramovich
V. Grinshtein
Tomer Levy
211
31
0
04 Mar 2020
Semi-supervised Vector-valued Learning: Improved Bounds and Algorithms
Pattern Recognition (Pattern Recognit.), 2019
Jian Li
Yong Liu
Weiping Wang
270
3
0
11 Sep 2019
Improvability Through Semi-Supervised Learning: A Survey of Theoretical Results
A. Mey
Marco Loog
SSL
249
20
0
26 Aug 2019
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