Published papers at TMLR · @tmlrpub
522 followers · 452 posts · Server sigmoid.social

On the Convergence and Calibration of Deep Learning with Differential Privacy

Zhiqi Bu, Hua Wang, Zongyu Dai, Qi Long

Action editor: Sebastian Stich.

openreview.net/forum?id=K0CAGg

#privacy #private #Accuracy

Last updated 1 year ago

Published papers at TMLR · @tmlrpub
520 followers · 446 posts · Server sigmoid.social

Finding Competence Regions in Domain Generalization

Jens Müller, Stefan T. Radev, Robert Schmier, Felix Draxler, Carsten Rother, Ullrich Koethe

Action editor: Hanwang Zhang.

openreview.net/forum?id=TSy0vu

#classifiers #Accuracy #classifier

Last updated 1 year ago

New Submissions to TMLR · @tmlrsub
174 followers · 524 posts · Server sigmoid.social

Finding Competence Regions in Domain Generalization

openreview.net/forum?id=TSy0vu

#classifiers #Accuracy #classifier

Last updated 1 year ago

JMLR · @jmlr
656 followers · 184 posts · Server sigmoid.social

'Wide-minima Density Hypothesis and the Explore-Exploit Learning Rate Schedule', by Nikhil Iyer, V. Thejas, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu.

jmlr.org/papers/v24/21-0549.ht

#training #Accuracy #minima

Last updated 2 years ago

Published papers at TMLR · @tmlrpub
511 followers · 341 posts · Server sigmoid.social

UncertaINR: Uncertainty Quantification of End-to-End Implicit Neural Representations for Computed...

Francisca Vasconcelos, Bobby He, Nalini M Singh, Yee Whye Teh

openreview.net/forum?id=jdGMBg

#tomography #cnn #Accuracy

Last updated 2 years ago

WIST Quotations · @WISTquote
44 followers · 486 posts · Server zirk.us

A quotation from Confucius:

«««««
The one thing needed is the correction of terms. […] If terms be incorrect, then statements do not accord with facts; and when statements and facts do not accord, then business is not properly executed; when business is not properly executed, order and harmony do not flourish; when order and harmony do not flourish, then just…
»»»»»

Full quote, sourcing, notes:
wist.info/confucius/60124/

#quote #quotes #quotation #Accuracy #correction #definition

Last updated 2 years ago

Andy King · @AtoAndyKing
101 followers · 73 posts · Server sigmoid.social

New paper by Tareen Dawood:

arxiv.org/abs/2301.13296v1

We focus on the idea of , i.e. improving the relationship between a classification model's and .

We explore the idea of uncertainty-aware training -including calibration performance in the learning objective of the model - and also evaluate the calibration performance of evidential neural networks (ENNs).

#isbi2023 #deeplearning #uncertainty #calibration #Accuracy #confidence

Last updated 2 years ago

Published papers at TMLR · @tmlrpub
489 followers · 152 posts · Server sigmoid.social

Hidden Heterogeneity: When to Choose Similarity-Based Calibration

Kiri L. Wagstaff, Thomas G Dietterich

openreview.net/forum?id=RA0TDq

#classifiers #classifier #Accuracy

Last updated 2 years ago

New Submissions to TMLR · @tmlrsub
148 followers · 305 posts · Server sigmoid.social

UncertaINR: Uncertainty Quantification of End-to-End Implicit Neural Representations for Computed Tomography

openreview.net/forum?id=jdGMBg

#tomography #cnn #Accuracy

Last updated 2 years ago

NanoBookReview · @NanoBookReview
91 followers · 144 posts · Server zirk.us
Cian Ó Muilleoir · @KinoEmm
59 followers · 149 posts · Server data-folks.masto.host

Can't find a non-bot account on here but this matrix is just too good not to share.

#Precision #Accuracy #xkcd

Last updated 2 years ago