Michinari Momma
6 papers · 2010–2025 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (16) π Conference Polyglot Β· Silver
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Keyword Pioneer
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Conference Pioneer
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Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Mathematics & Optimization
(3)
Optimization
(3)
Artificial Intelligence
(2)
Learning Types
(2)
Optimization & Theory
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications Β· Reinforcement Learning
(1)
Applications Β· Computer Science
(1)
Applications Β· Natural Language Processing
(1)
Applications Β· Data Science & Analytics
(1)
Keywords
multi-objective optimization
(3)
multi-task learning
(2)
sample complexity
(2)
preference learning
(1)
preference alignment
(1)
information retrieval
(1)
distributed learning
(1)
distributed optimization
(1)
gradient descent
(1)
sequential minimal optimization
(1)
pareto optimality
(1)
semantic similarity
(1)
support vector machine
(1)
convergence rate
(1)
momentum method
(1)
pareto optimal
(1)
finite-time convergence
(1)
product search
(1)
bayes point
(1)
weighted chebyshev
(1)
Papers
STIMULUS: Achieving Fast Convergence and Low Sample Complexity in Stochastic Multi-Objective Learning
UAI 2025
Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning
ICML 2024
Federated Multi-Objective Learning
NeurIPS 2023
A Multi-objective / Multi-task Learning Framework Induced by Pareto Stationarity
ICML 2022
Improving Relevance Quality in Product Search using High-Precision Query-Product Semantic Similarity
ACL 2022
Ellipsoidal Support Vector Machines
ACML 2010