Mohsen Heidari
6 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
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Research topics
Keywords
information theory
(2)
fourier expansion
(2)
online learning
(1)
feature selection
(1)
bayesian error
(1)
pac learning
(1)
quantum machine learning
(1)
bayesian network
(1)
fourier analysis
(1)
agnostic learning
(1)
quantum computing
(1)
polynomial regression
(1)
scalable training
(1)
minimax regret
(1)
probabilistic modeling
(1)
boolean function
(1)
quantum algorithm
(1)
sequential probability assignment
(1)
logarithmic loss
(1)
stochastic gradient descent
(1)
Papers
Learning DNF through Generalized Fourier Representations
COLT 2025
Agnostic PAC Learning of k-juntas Using L_2-Polynomial Regression
AISTATS 2023
Learning k-qubit Quantum Operators via Pauli Decomposition
AISTATS 2023
Precise Regret Bounds for Log-loss via a Truncated Bayesian Algorithm
NeurIPS 2022
Toward Physically Realizable Quantum Neural Networks
AAAI 2022
Finding Relevant Information via a Discrete Fourier Expansion
ICML 2021