Rafael Izbicki
@rafael-izbicki.bsky.social
Assistant Professor at UFSCar | @CMU_Stats PhD | Statistics | Machine Learning | Data Science | @CNPq_Oficial Research Fellow | Dad
https://rafaelizbicki.com/
https://rafaelizbicki.com/
No, it doesn't work. For multiclass you need to direcly change the loss function (see e.g. Eq 2.3 of rafaelizbicki.com/UQ4ML.pdf)
rafaelizbicki.com
January 21, 2025 at 12:55 PM
No, it doesn't work. For multiclass you need to direcly change the loss function (see e.g. Eq 2.3 of rafaelizbicki.com/UQ4ML.pdf)
[Se você está no Brasil, acesse rafaelizbicki.com/UQ4MLpt ]
Livro - Machine Learning Learning Beyond Point Predictions: Uncertainty Quantification | Rafael Izbicki (UFSCar) | PhD
❗️ If you live outside Brazil, access the book webpage by clicking here. 📘 Adquira a versão impressa, disponível em dois formatos: 📙 Colorida: clique aqui. 📗 Preto e branco: clique aqui.
rafaelizbicki.com
January 20, 2025 at 1:13 PM
[Se você está no Brasil, acesse rafaelizbicki.com/UQ4MLpt ]
Topics include conditional density estimation, Gaussian processes, conformal prediction, and calibration techniques.
Download for free or buy printed version
🔗http://rafaelizbicki.com/UQ4ML
#MachineLearning #UncertaintyQuantification #DataScience #AI #PredictiveAnalytics
Download for free or buy printed version
🔗http://rafaelizbicki.com/UQ4ML
#MachineLearning #UncertaintyQuantification #DataScience #AI #PredictiveAnalytics
January 20, 2025 at 1:13 PM
Topics include conditional density estimation, Gaussian processes, conformal prediction, and calibration techniques.
Download for free or buy printed version
🔗http://rafaelizbicki.com/UQ4ML
#MachineLearning #UncertaintyQuantification #DataScience #AI #PredictiveAnalytics
Download for free or buy printed version
🔗http://rafaelizbicki.com/UQ4ML
#MachineLearning #UncertaintyQuantification #DataScience #AI #PredictiveAnalytics
📜 Check it out: sciencedirect.com/science/arti...
#ClimateScience #UncertaintyQuantification #DataScience
#ClimateScience #UncertaintyQuantification #DataScience
December 17, 2024 at 4:01 PM
We demonstrate the capabilities of LF2I in a 𝐡𝐢𝐠𝐡-𝐞𝐧𝐞𝐫𝐠𝐲 𝐩𝐡𝐲𝐬𝐢𝐜𝐬 𝐚𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧, addressing challenges involving intractable likelihoods and high-dimensional datasets.
📄 Read the full article here: lnkd.in/dxRgHZep
#Statistics #MachineLearning #DataScience
📄 Read the full article here: lnkd.in/dxRgHZep
#Statistics #MachineLearning #DataScience
December 4, 2024 at 2:10 PM
We demonstrate the capabilities of LF2I in a 𝐡𝐢𝐠𝐡-𝐞𝐧𝐞𝐫𝐠𝐲 𝐩𝐡𝐲𝐬𝐢𝐜𝐬 𝐚𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧, addressing challenges involving intractable likelihoods and high-dimensional datasets.
📄 Read the full article here: lnkd.in/dxRgHZep
#Statistics #MachineLearning #DataScience
📄 Read the full article here: lnkd.in/dxRgHZep
#Statistics #MachineLearning #DataScience
In this work, we introduce 𝐋𝐅𝟐𝐈, a modular framework that combines tools from classical statistics and machine learning to construct confidence sets for problems where statistical models are given by 𝐜𝐨𝐦𝐩𝐥𝐞𝐱 𝐟𝐨𝐫𝐰𝐚𝐫𝐝 𝐬𝐢𝐦𝐮𝐥𝐚𝐭𝐨𝐫𝐬 (LFI) +
December 4, 2024 at 2:10 PM
In this work, we introduce 𝐋𝐅𝟐𝐈, a modular framework that combines tools from classical statistics and machine learning to construct confidence sets for problems where statistical models are given by 𝐜𝐨𝐦𝐩𝐥𝐞𝐱 𝐟𝐨𝐫𝐰𝐚𝐫𝐝 𝐬𝐢𝐦𝐮𝐥𝐚𝐭𝐨𝐫𝐬 (LFI) +
Também estou com a sensação de fim do mundo
October 3, 2024 at 11:16 PM
Também estou com a sensação de fim do mundo