#EnsembleLearning

@arxivlens.bsky.social

2 months ago

A hybrid ensembling and autoencoder scheme for improving sensing reliability in cognitive radio networks.
Ali, Jehad et al.
Paper
Details
#CognitiveRadio #EnsembleLearning #Autoencoder

Mason Roberts

@masonroberts.bsky.social

3 months ago

Always fun when “nerding out on a paper” turns into product validation. 😄📈

If anyone wants the paper, happy to share.

#valuebasedcare #healthcareanalytics #actuarialscience #machinelearning #ensemblelearning #forecasting #healthtech

GetNews.me

@getnews-me.bsky.social

5 months ago

Multi‑Population Ensemble GP Boosts Classification

A new Ensemble GP (MEGP) framework splits features into independent views and fuses them with softmax layer. Tested on eight benchmarks it beat a baseline GP on Log‑Loss and AUC. Read more: getnews.me/multi-population-ensembl... #geneticprogramming #ensemblelearning

GetNews.me

@getnews-me.bsky.social

5 months ago

Ensemble Learning Boosts Accuracy of Handwritten OCR

A bachelor study found that ensemble learning boosts OCR accuracy for handwritten medical records, with the gain stable even on modest training sets. The research was submitted on 11 Sep 2025. Read more: getnews.me/ensemble-learning-boosts... #ensemblelearning #ocr

GetNews.me

@getnews-me.bsky.social

5 months ago

Margin‑Variance Ensemble Learning Gains Robustness via Hadamard‑Riemannian Optimization

Margin‑variance‑aware ensemble re‑weights models on a unit sphere, showing higher accuracy and lower prediction variance on imbalanced data. 12 Sep 2025. getnews.me/margin-variance-ensemble... #ensemblelearning #marginvariance

@arxivlens.bsky.social

8 months ago

Stacking Ensemble Learning-based Models Enabling Accurate Diagnosis of Cardiac Amyloidosis using SPECT/CT:an International and Multicentre Study
Calabretta, R., Cao, K. et al.
Paper
Details
#CardiacAmyloidosis #EnsembleLearning #SPECTCTStudy

RonyMLE

@ronymle.bsky.social

11 months ago

Ensemble Methods: CatBoost vs XGBoost vs LightGBM in Python YouTube video by Rony's Data Science Journey

Ensemble Methods are getting🔥 #XGBoost, #CatBoost & #LightGBM are covered in the next video 👇

Focusing on the resilient advantages & limitations!

#DataScience #MachineLearning #ArtificialIntelliegence #ComputerScience #EnsembleLearning #XGBoost #CatBoost

youtu.be/7kWYW-99fpc

AZoAI

@azoai.bsky.social

1 year ago

Researchers Tackle 3D Scene Reconstruction Challenges by Categorizing and Mitigating Key Uncertainties Researchers introduced a comprehensive taxonomy for uncertainty in 3D scene reconstruction using NeRFs and GS, enhancing the robustness of these methods by integrating advanced uncertainty estimation ...

Researchers Tackle 3D Scene Reconstruction Challenges by Categorizing and Mitigating Key Uncertainties 🔍🧠🔧 www.azoai.com/news/2024091... #3DReconstruction #NeRF #GaussianSplatting #AIResearch #ComputerVision #DeepLearning #Bayesian #EnsembleLearning #SceneModeling @arxiv-stat-ml.bsky.social