Behrooz Tahmasebi
11 papers · 2023–2026 · 5 venues · across top CS/AI venues
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird π€ Dynamic Duo (10)
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Research topics
Keywords
sample complexity
(6)
group invariance
(4)
generalization error
(2)
stochastic optimization
(1)
data augmentation
(1)
invariance
(1)
manifold learning
(1)
sharpness-aware minimization
(1)
distributed computing
(1)
message passing
(1)
kernel ridge regression
(1)
kernel regression
(1)
fourier analysis
(1)
maximum mean discrepancy
(1)
learning theory
(1)
expressive power
(1)
polynomial time
(1)
generalization bound
(1)
phase transition
(1)
statistical learning
(1)
Papers
Data Augmentation: A Fourier Analysis Perspective
COLT 2026
Efficient Learning and Symmetry Discovery under Exact Invariances
COLT 2026
A Robust Kernel Statistical Test of Invariance: Detecting Subtle Asymmetries
AISTATS 2025
Generalization Bounds for Canonicalization: A Comparative Study with Group Averaging
ICLR 2025
Learning with Exact Invariances in Polynomial Time
ICML 2025
Regularity in Canonicalized Models: A Theoretical Perspective
AISTATS 2025
A Universal Class of Sharpness-Aware Minimization Algorithms
ICML 2024
Coded Computing for Resilient Distributed Computing: A Learning-Theoretic Framework
NeurIPS 2024
Sample Complexity Bounds for Estimating Probability Divergences under Invariances
ICML 2024
The Exact Sample Complexity Gain from Invariances for Kernel Regression
NeurIPS 2023
The Power of Recursion in Graph Neural Networks for Counting Substructures
AISTATS 2023