Psychology thread 🧵

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Aha. I figured out minimizers:

"The research shows that individuals with high cognitive ability tend to be more realistic and pessimistic in their future expectations, while those with lower cognitive ability lean towards excessive optimism."

🤡

(Well the ones weren't being paid by oil companies, that is.)

https://neurosciencenews.com/optimism-cognition-decision-making-25307/

#psychology #minimizer

An interesting #DNA #sequence analysis paper by Yun William Yu (https://orcid.org/0000-0002-8275-9576) reporting certain mathematical similarity between training CNN filters in DL and carefuly choosing a set of #minimizer|s. #bioinformatics #kmer|s

https://www.liebertpub.com/doi/epdf/10.1089/cmb.2024.0483

'Optimal Bump Functions for Shallow ReLU networks: Weight Decay, Depth Separation, Curse of Dimensionality', by Stephan Wojtowytsch.

http://jmlr.org/papers/v25/22-1296.html

#regularization #minimizer #neuron

'Estimating the Minimizer and the Minimum Value of a Regression Function', by Arya Akhava, Davit Gogolashvili, Alexandre B. Tsybakov.

http://jmlr.org/papers/v25/22-1396.html

#minimizer #estimation #estimator

'Entropic Fictitious Play for Mean Field Optimization Problem', by Fan Chen, Zhenjie Ren, Songbo Wang.

http://jmlr.org/papers/v24/22-0411.html

#optimization #neuron #minimizer

We know who the new CDC Director Mandy Cohen is:

🤦Media management consultant

🙅 Doesn't wear a mask

🤦Advocate of managed care to save $ on Medicaid, rationing care.

🙅 Work requirements to get health insurance

🤷 Minimizer "We can't stay locked down forever... the virus is going to move around"

🤷 North Carolina stay at home order only a few wks.

🙅 Economy over lives.

#CDCDirector #MandyCohen #CDC #WorseThanRochelle #Minimizer

https://open.spotify.com/episode/4UjXtEmeQPDObtfscF8pyz?si=koMt4kRbQ9aISszsPNSILg

'Preconditioned Gradient Descent for Overparameterized Nonconvex Burer--Monteiro Factorization with Global Optimality Certification', by Gavin Zhang, Salar Fattahi, Richard Y. Zhang.

http://jmlr.org/papers/v24/22-0882.html

#optimality #minimizer #overparameterization

The release of today is Japplis Website Optimizer 4.0.
https://www.japplis.com/website-optimizer/

 #optimize #html #optimizer #minimizer #compacter