Pedram Akbarian
6 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
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Conferences
ICML (3)
ICLR (2)
AISTATS (1)
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Papers
Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts
AISTATS 2025
Statistical Advantages of Perturbing Cosine Router in Mixture of Experts
ICLR 2025
Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts
ICLR 2024
Improving Computational Complexity in Statistical Models with Local Curvature Information
ICML 2024
Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts?
ICML 2024
A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts
ICML 2024