Tag: models

AI/ML

Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework. (arXiv:2006.13365v1 [cs.LG])

Newsemia
The heterogeneity in recently published knowledge graph embedding models’ implementations, training, and evaluation has made fair and thorough comparisons difficult. In order to assess the...
AI/ML

Prediction error-driven memory consolidation for continual learning. On the case of adaptive greenhouse models. (arXiv:2006.12616v1 [q-bio.NC])

Newsemia
This work presents an adaptive architecture that performs online learning and faces catastrophic forgetting issues by means of episodic memories and prediction-error driven memory consolidation....
Cardiology

Construction and Comparison of Predictive Models for Length of Stay after Total Knee Arthroplasty: Regression Model and Machine Learning Analysis Based on 1,826 Cases in a Single Singapore Center.

Newsemia
Related Articles Construction and Comparison of Predictive Models for Length of Stay after Total Knee Arthroplasty: Regression Model and Machine Learning Analysis Based on 1,826...
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Oxidative tissue injury in multiple sclerosis is only partly reflected in experimental disease models

Newsemia
Schuh, C; Wimmer, I; Hametner, S; Haider, L; Van Dam, A-M; Liblau, RS; Smith, KJ; … Lassmann, H; + view all Schuh, C; Wimmer, I;...
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On some reduced order models for packed separation processes

Newsemia
Torres, Leonardo de Gil; (1995) On some reduced order models for packed separation processes. Doctoral thesis (Ph.D), UCL (University College London). Green open access Source...
AI/ML

A foolproof way to shrink deep learning models

Newsemia
As more artificial intelligence applications move to smartphones, deep learning models are getting smaller to allow apps to run faster and save battery power. Now,...

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