Mohsen Heidari
6 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (4) πΊοΈ Taxonomy Completionist (19)
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Hot Topic Early Bird
Conferences
AISTATS (2)
AAAI (1)
COLT (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
fourier expansion
(2)
information theory
(2)
online learning
(1)
probabilistic modeling
(1)
feature selection
(1)
pac learning
(1)
quantum computing
(1)
quantum machine learning
(1)
fourier analysis
(1)
agnostic learning
(1)
bayesian error
(1)
polynomial regression
(1)
scalable training
(1)
minimax regret
(1)
boolean function
(1)
quantum algorithm
(1)
sequential probability assignment
(1)
logarithmic loss
(1)
quantum sample complexity
(1)
pauli decomposition
(1)
Papers
Learning DNF through Generalized Fourier Representations
COLT 2025
Learning k-qubit Quantum Operators via Pauli Decomposition
AISTATS 2023
Agnostic PAC Learning of $k$-juntas Using $L_2$-Polynomial Regression
AISTATS 2023
Precise Regret Bounds for Log-loss via a Truncated Bayesian Algorithm
NIPS 2022
Toward Physically Realizable Quantum Neural Networks
AAAI 2022
Finding Relevant Information via a Discrete Fourier Expansion
ICML 2021