Search Results for author: Hoa Nguyen

Found 6 papers, 2 papers with code

Is there really a Citation Age Bias in NLP?

no code implementations7 Jan 2024 Hoa Nguyen, Steffen Eger

Recently, it has been noted that there is a citation age bias in the Natural Language Processing (NLP) community, one of the currently fastest growing AI subfields, in that the mean age of the bibliography of NLP papers has become ever younger in the last few years, leading to `citation amnesia' in which older knowledge is increasingly forgotten.

Revisiting LARS for Large Batch Training Generalization of Neural Networks

no code implementations25 Sep 2023 Khoi Do, Duong Nguyen, Hoa Nguyen, Long Tran-Thanh, Nguyen-Hoang Tran, Quoc-Viet Pham

This paper explores Large Batch Training techniques using layer-wise adaptive scaling ratio (LARS) across diverse settings, uncovering insights.

Self-Supervised Learning

Hydra: Hybrid Server Power Model

no code implementations20 Jul 2022 Nigel Bernard, Hoa Nguyen, Aman Chandan, Savyasachi Jagdeeshan, Namdev Prabhugaonkar, Rutuja Shah, Hyeran Jeon

Due to increasing software and hardware heterogeneity, we observed that there is no single power model that works the best for all server conditions.

Scheduling

Block Model Guided Unsupervised Feature Selection

1 code implementation5 Jul 2020 Zilong Bai, Hoa Nguyen, Ian Davidson

Existing efforts for unsupervised feature selection on attributed networks have explored either directly regenerating the links by solving for $f$ such that $f(\mathbf{y}_i,\mathbf{y}_j) \approx \mathbf{A}_{i, j}$ or finding community structure in $\mathbf{A}$ and using the features in $\mathbf{Y}$ to predict these communities.

Clustering feature selection

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