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Sarunas Girdzijauskas

On the effects of similarity metrics in decentralized deep learning under distributional shift

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Sep 16, 2024
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Are We Wasting Time? A Fast, Accurate Performance Evaluation Framework for Knowledge Graph Link Predictors

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Jan 25, 2024
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Learning Cellular Coverage from Real Network Configurations using GNNs

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Apr 20, 2023
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Decentralized adaptive clustering of deep nets is beneficial for client collaboration

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Jun 17, 2022
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Jointly Learnable Data Augmentations for Self-Supervised GNNs

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Aug 23, 2021
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A Deep Graph Reinforcement Learning Model for Improving User Experience in Live Video Streaming

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Jul 28, 2021
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Federated Word2Vec: Leveraging Federated Learning to Encourage Collaborative Representation Learning

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Apr 19, 2021
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Self-supervised Graph Neural Networks without explicit negative sampling

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Apr 09, 2021
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EGAD: Evolving Graph Representation Learning with Self-Attention and Knowledge Distillation for Live Video Streaming Events

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Nov 11, 2020
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Dynamic Embeddings for Interaction Prediction

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Nov 10, 2020
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