Massih-Reza Amini
8 papers · 2015–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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Conference Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
generalization bound
(4)
semi-supervised learning
(4)
multi-class classification
(3)
majority vote classifier
(2)
transductive bound
(2)
label noise
(1)
generalization error
(1)
rademacher complexity
(1)
asynchronous optimization
(1)
nonsmooth optimization
(1)
concentration inequality
(1)
proximal gradient method
(1)
linear convergence
(1)
proximal gradient
(1)
generalization guarantee
(1)
probabilistic bound
(1)
margin loss
(1)
talagrand inequality
(1)
hierarchy pruning
(1)
margin distribution
(1)
Papers
Multi-class Probabilistic Bounds for Majority Vote Classifiers with Partially Labeled Data
JMLR 2024
Generalization Guarantees of Self-Training of Halfspaces under Label Noise Corruption
IJCAI 2023
Transductive Bounds for the Multi-Class Majority Vote Classifier
AAAI 2019
A Delay-tolerant Proximal-Gradient Algorithm for Distributed Learning
ICML 2018
Rademacher Complexity Bounds for a Penalized Multi-class Semi-supervised Algorithm (Extended Abstract)
IJCAI 2018
Learning Taxonomy Adaptation in Large-scale Classification
JMLR 2016
TwiSE at SemEval-2016 Task 4: Twitter Sentiment Classification
SemEval 2016
Entropy-Based Concentration Inequalities for Dependent Variables
ICML 2015