TrungTin Nguyen
7 papers · 2023–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (13) 🧭 Keyword Pioneer
⚡
Prolific Year
(5)
Conferences
ICML (3)
NIPS (2)
AISTATS (1)
EMNLP (1)
Top co-authors
Keywords
mixture of expert
(2)
parameter estimation
(2)
convergence analysis
(1)
neural network optimization
(1)
maximum likelihood
(1)
maximum likelihood estimation
(1)
convergence rate
(1)
model efficiency
(1)
maximum likelihood estimator
(1)
token merging
(1)
softmax gating
(1)
flops reduction
(1)
neural network
(1)
spectral properties
(1)
sparse routing
(1)
gaussian mixture of expert
(1)
gaussian gating
(1)
spectrum preservation
(1)
bipartite soft matching
(1)
model compression
(1)
Papers
Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks
ICML 2024
On the Asymptotic Distribution of the Minimum Empirical Risk
ICML 2024
Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts
AISTATS 2024
Accelerating Transformers with Spectrum-Preserving Token Merging
NIPS 2024
A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts
ICML 2024
HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts
EMNLP 2023
Demystifying Softmax Gating Function in Gaussian Mixture of Experts
NIPS 2023