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Hamidreza Kamkari
Hamidreza Kamkari
Other namesHamid Kamkari
Layer 6 AI, University of Toronto
Verified email at layer6.ai - Homepage
Title
Cited by
Cited by
Year
Order-based Structure Learning with Normalizing Flows
H Kamkari, V Zehtab, V Balazadeh, RG Krishnan
arXiv preprint arXiv:2308.07480, 2023
4*2023
A Geometric Explanation of the Likelihood OOD Detection Paradox
H Kamkari, BL Ross, JC Cresswell, AL Caterini, RG Krishnan, ...
arXiv preprint arXiv:2403.18910, 2024
32024
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models
H Kamkari, BL Ross, R Hosseinzadeh, JC Cresswell, G Loaiza-Ganem
arXiv preprint arXiv:2406.03537, 2024
22024
A Geometric Framework for Understanding Memorization in Generative Models
BL Ross, H Kamkari, Z Liu, T Wu, G Stein, G Loaiza-Ganem, JC Cresswell
ICML 2024 Workshop on Geometry-grounded Representation Learning and …, 2024
2024
Physarum Inspired Dynamics to Solve Semi-Definite Programs
MS Yuan Gao, Hamidreza Kamkari, Andreas Karrenbauer, Kurt Mehlhorn
arXiv preprint arXiv:2111.02291, 2021
2021
Differentiable Local Intrinsic Dimension Estimation with Diffusion Models
H Kamkari, BL Ross, R Hosseinzadeh, JC Cresswell, G Loaiza-Ganem
ICML 2024 Workshop on Differentiable Almost Everything: Differentiable …, 0
Scalable Local Intrinsic Dimension Estimation with Diffusion Models
H Kamkari, BL Ross, R Hosseinzadeh, JC Cresswell, G Loaiza-Ganem
ICML 2024 Workshop on Geometry-grounded Representation Learning and …, 0
Explaining the Out-of-Distribution Detection Paradox through Likelihood Peaks
H Kamkari, BL Ross, JC Cresswell, AL Caterini, RG Krishnan, ...
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Articles 1–8