JMLR · @jmlr
715 followers · 328 posts · Server sigmoid.social
'Minimax Risk Classifiers with 0-1 Loss', by Santiago Mazuelas, Mauricio Romero, Peter Grunwald.
http://jmlr.org/papers/v24/22-0339.html
#classifiers #classification #supervised
#classifiers #classification #supervised
JMLR · @jmlr
712 followers · 311 posts · Server sigmoid.social
'PAC-learning for Strategic Classification', by Ravi Sundaram, Anil Vullikanti, Haifeng Xu, Fan Yao.
http://jmlr.org/papers/v24/21-1250.html
#adversarial #classifiers #learnability
#adversarial #classifiers #learnability
New Submissions to TMLR · @tmlrsub
203 followers · 730 posts · Server sigmoid.social
Projected Randomized Smoothing for Certified Adversarial Robustness
#robustness #robust #classifiers
New Submissions to TMLR · @tmlrsub
198 followers · 689 posts · Server sigmoid.social
Benefits of Max Pooling in Neural Networks: Theoretical and Experimental Evidence
Published papers at TMLR · @tmlrpub
545 followers · 516 posts · Server sigmoid.social
Vulnerability-Aware Instance Reweighting For Adversarial Training
Olukorede Fakorede, Ashutosh Kumar Nirala, Modeste Atsague, Jin Tian
Action editor: Qibin Zhao.
#adversarial #classifiers #robustness
JMLR · @jmlr
681 followers · 292 posts · Server sigmoid.social
'From Classification Accuracy to Proper Scoring Rules: Elicitability of Probabilistic Top List Predictions', by Johannes Resin.
http://jmlr.org/papers/v24/23-0106.html
#classifiers #classification #prediction
#classifiers #classification #prediction
Published papers at TMLR · @tmlrpub
522 followers · 454 posts · Server sigmoid.social
On Averaging ROC Curves
Jack Hogan, Niall M. Adams
Action editor: Hsuan-Tien Lin.
TMLR certifications · @tmlrcert
112 followers · 30 posts · Server sigmoid.social
New #SurveyCertification:
On Averaging ROC Curves
Jack Hogan, Niall M. Adams
#surveycertification #classifiers #classifier #roc
Published papers at TMLR · @tmlrpub
520 followers · 449 posts · Server sigmoid.social
Learning to Incentivize Improvements from Strategic Agents
Yatong Chen, Jialu Wang, Yang Liu
Action editor: Pascal Poupart.
#classifiers #strategies #strategic
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.
#classifiers #Accuracy #classifier
JMLR · @jmlr
672 followers · 270 posts · Server sigmoid.social
'Generalization error bounds for multiclass sparse linear classifiers', by Tomer Levy, Felix Abramovich.
http://jmlr.org/papers/v24/22-0367.html
#classifiers #multiclass #misclassification
#classifiers #multiclass #misclassification
Published papers at TMLR · @tmlrpub
520 followers · 441 posts · Server sigmoid.social
Assuming Locally Equal Calibration Errors for Non-Parametric Multiclass Calibration
Kaspar Valk, Meelis Kull
Action editor: Aditya Menon.
#classifiers #classifier #calibration
New Submissions to TMLR · @tmlrsub
180 followers · 568 posts · Server sigmoid.social
Vulnerability-Aware Instance Reweighting For Adversarial Training
#adversarial #classifiers #robustness
New Submissions to TMLR · @tmlrsub
180 followers · 565 posts · Server sigmoid.social
Quantifying Uncertainty of Uplift
#uplift #classifiers #uncertainty
New Submissions to TMLR · @tmlrsub
174 followers · 524 posts · Server sigmoid.social
Finding Competence Regions in Domain Generalization
#classifiers #Accuracy #classifier
New Submissions to TMLR · @tmlrsub
171 followers · 502 posts · Server sigmoid.social
Trusting the Untrustworthy: A Cautionary Tale on the Pitfalls of Training-based Rejection Option
#misclassification #classifiers #classification
New Submissions to TMLR · @tmlrsub
160 followers · 381 posts · Server sigmoid.social
Simple Non-Parametric Calibration of Multi-Class Classifiers
#classifier #classifiers #calibration
Published papers at TMLR · @tmlrpub
499 followers · 260 posts · Server sigmoid.social
SPADE: Semi-supervised Anomaly Detection under Distribution Mismatch
Jinsung Yoon, Kihyuk Sohn, Chun-Liang Li, Sercan O Arik, Tomas Pfister
#classifiers #supervised #labeling
TMLR certifications · @tmlrcert
110 followers · 14 posts · Server sigmoid.social
SPADE: Semi-supervised Anomaly Detection under Distribution Mismatch
Jinsung Yoon, Kihyuk Sohn, Chun-Liang Li, Sercan O Arik, Tomas Pfister
#featuredcertification #classifiers #supervised #labeling
New Submissions to TMLR · @tmlrsub
158 followers · 362 posts · Server sigmoid.social
Classification with a Network of Partially Informative Agents: Enabling Wise Crowds from Individually Myopic Classifiers
#classifiers #classification #classifier