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Hamidreza Kamkari
PhD student, Electrical Engineering and Computer Science, Massachusetts Institute of Technology
Joined
May 2023
Names
Hamidreza Kamkari
(Preferred)
,
Hamid Reza Kamkari
,
Hamid Kamakri
Emails
****@gmail.com
(Confirmed)
,
****@cs.toronto.edu
(Confirmed)
,
****@mail.utoronto.ca
(Confirmed)
,
****@layer6.ai
(Confirmed)
,
****@mit.edu
(Confirmed)
,
****@csail.mit.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
ORCID
LinkedIn
Career & Education History
PhD student
Electrical Engineering and Computer Science ,
Massachusetts Institute of Technology
(mit.edu)
2025
–
Present
Researcher
Layer 6 AI
(layer6.ai)
2023
–
2025
MS student
Computer Science,
Department of Computer Science
(cs.toronto.edu)
2022
–
2024
Undergrad student
Computer Engineering,
Sharif University of Technology, Sharif University of Technology
(ce.sharif.edu)
2018
–
2022
Advisors, Relations & Conflicts
PhD Advisor
Justin Solomon
2025
–
Present
PhD Advisor
Vincent Sitzmann
2025
–
Present
Coauthor
Rahul Krishnan
2023
–
2025
Coauthor
Gabriel Loaiza-Ganem
2023
–
2025
Coauthor
Jesse C. Cresswell
2023
–
2025
Expertise
Deep Generative Models
2023
–
Present
Out-of-distribution detection
2023
–
Present
Manifold Learning Hypothesis
2023
–
Present
Diffusion Models
2023
–
Present
Normalizing Flows
2022
–
Present
Causality
2022
–
2023
Algorithms and Data Structures
2020
–
2022
Publications
CausalPFN: Amortized Causal Effect Estimation via In-Context Learning
Vahid Balazadeh
,
Hamidreza Kamkari
,
Valentin Thomas
,
Bingru Li
,
Junwei Ma
,
Jesse C. Cresswell
,
Rahul Krishnan
ICML 2025 Workshop SIM Oral
Readers:
Everyone
CausalPFN: Amortized Causal Effect Estimation via In-Context Learning
Vahid Balazadeh
,
Hamidreza Kamkari
,
Valentin Thomas
,
Junwei Ma
,
Bingru Li
,
Jesse C. Cresswell
,
Rahul Krishnan
NeurIPS 2025 spotlight
Readers:
Everyone
TabDPT: Scaling Tabular Foundation Models
Junwei Ma
,
Valentin Thomas
,
Rasa Hosseinzadeh
,
Hamidreza Kamkari
,
Alex Labach
,
Jesse C. Cresswell
,
Keyvan Golestan
,
Guangwei Yu
,
Maksims Volkovs
,
Anthony L. Caterini
Submitted to ICLR 2025
Readers:
Everyone
A Geometric Framework for Understanding Memorization in Generative Models
Brendan Leigh Ross
,
Hamidreza Kamkari
,
Tongzi Wu
,
Rasa Hosseinzadeh
,
Zhaoyan Liu
,
George Stein
,
Jesse C. Cresswell
,
Gabriel Loaiza-Ganem
ICLR 2025 Spotlight
Readers:
Everyone
Scalable Local Intrinsic Dimension Estimation with Diffusion Models
Hamidreza Kamkari
,
Brendan Leigh Ross
,
Rasa Hosseinzadeh
,
Jesse C. Cresswell
,
Gabriel Loaiza-Ganem
ICML 2024 Workshop GRaM
Readers:
Everyone
A Geometric Framework for Understanding Memorization in Generative Models
Brendan Leigh Ross
,
Hamidreza Kamkari
,
Zhaoyan Liu
,
Tongzi Wu
,
George Stein
,
Gabriel Loaiza-Ganem
,
Jesse C. Cresswell
ICML 2024 Workshop GRaM
Readers:
Everyone
Differentiable Local Intrinsic Dimension Estimation with Diffusion Models
Hamidreza Kamkari
,
Brendan Leigh Ross
,
Rasa Hosseinzadeh
,
Jesse C. Cresswell
,
Gabriel Loaiza-Ganem
Differentiable Almost Everything
Readers:
Everyone
A Geometric Framework for Understanding Memorization in Generative Models
Brendan Leigh Ross
,
Hamidreza Kamkari
,
Zhaoyan Liu
,
Tongzi Wu
,
George Stein
,
Gabriel Loaiza-Ganem
,
Jesse C. Cresswell
NextGenAISafety 2024 Poster
Readers:
Everyone
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models
Hamidreza Kamkari
,
Brendan Leigh Ross
,
Rasa Hosseinzadeh
,
Jesse C. Cresswell
,
Gabriel Loaiza-Ganem
2nd SPIGM @ ICML Oral
Readers:
Everyone
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models
Hamidreza Kamkari
,
Brendan Leigh Ross
,
Rasa Hosseinzadeh
,
Jesse C. Cresswell
,
Gabriel Loaiza-Ganem
NeurIPS 2024 spotlight
Readers:
Everyone
View all 13 publications
Co-Authors
Alex Labach
Andreas Karrenbauer
Anthony L. Caterini
Bingru Li
Brendan Leigh Ross
Gabriel Loaiza-Ganem
George Stein
Guangwei Yu
Jesse C. Cresswell
Junwei Ma
Keyvan Golestan
Kurt Mehlhorn
Maksims Volkovs
Mohammadamin Sharifi
Rahul Krishnan
Rasa Hosseinzadeh
Tongzi Wu
Vahid Balazadeh
Valentin Thomas
Yuan Gao
Zhaoyan Liu