Behrooz Tahmasebi
9 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AISTATS (3)
ICML (3)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
statistical learning
(1)
stochastic optimization
(1)
learning theory
(1)
manifold learning
(1)
sample complexity
(1)
distributed computing
(1)
message passing
(1)
generalization error
(1)
kernel ridge regression
(1)
expressive power
(1)
group invariance
(1)
minimax optimal rate
(1)
coding theory
(1)
graph neural network
(1)
recursive pooling
(1)
substructure counting
(1)
Papers
Learning with Exact Invariances in Polynomial Time
ICML 2025
Regularity in Canonicalized Models: A Theoretical Perspective
AISTATS 2025
A Robust Kernel Statistical Test of Invariance: Detecting Subtle Asymmetries
AISTATS 2025
Generalization Bounds for Canonicalization: A Comparative Study with Group Averaging
ICLR 2025
A Universal Class of Sharpness-Aware Minimization Algorithms
ICML 2024
Coded Computing for Resilient Distributed Computing: A Learning-Theoretic Framework
NIPS 2024
Sample Complexity Bounds for Estimating Probability Divergences under Invariances
ICML 2024
The Exact Sample Complexity Gain from Invariances for Kernel Regression
NIPS 2023
The Power of Recursion in Graph Neural Networks for Counting Substructures
AISTATS 2023