Amirhesam Abedsoltan
5 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (7) 🗺️ Taxonomy Completionist (11) 🌍 Conference Polyglot (4)
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Keyword Champion
❓
The Questioner
Conferences
ICML (2)
AISTATS (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
kernel machine
(2)
kernel methods
(2)
meta-learning
(1)
stochastic gradient descent
(1)
task generalization
(1)
compositional learning
(1)
gradient descent
(1)
eigenvalue decomposition
(1)
generalization error
(1)
kernel regression
(1)
distributed training
(1)
nyström approximation
(1)
benign overfitting
(1)
model scaling
(1)
spectral preconditioning
(1)
neural network
(1)
statistical learning
(1)
interpolating method
(1)
model compression
(1)
Papers
Task Generalization with Autoregressive Compositional Structure: Can Learning from $D$ Tasks Generalize to $D^T$ Tasks?
ICML 2025
On the Nyström Approximation for Preconditioning in Kernel Machines
AISTATS 2024
Uncertainty Estimation with Recursive Feature Machines
UAI 2024
Toward Large Kernel Models
ICML 2023
Benign, Tempered, or Catastrophic: Toward a Refined Taxonomy of Overfitting
NIPS 2022