Empirically Estimable Classification Bounds Based on a New Divergence
Measure

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Empirically Estimable Classification Bounds Based on a New Divergence Measure

19 December 2014

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Papers citing "Empirically Estimable Classification Bounds Based on a New Divergence Measure"

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Title
Bayes Error Rate Estimation in Difficult Situations Lesley Wheat Martin v. Mohrenschildt Saeid Habibi 18 0 0 21 May 2025
Is the Performance of My Deep Network Too Good to Be True? A Direct Approach to Estimating the Bayes Error in Binary Classification Takashi Ishida Ikko Yamane Nontawat Charoenphakdee Gang Niu Masashi Sugiyama BDL UQCV 69 18 0 01 Feb 2022
Evaluating State-of-the-Art Classification Models Against Bayes Optimality Ryan Theisen Huan Wang Lav Varshney Caiming Xiong R. Socher 54 12 0 07 Jun 2021
Optimal Transport-based Adaptation in Dysarthric Speech Tasks Rosanna Turrisi Leonardo Badino OT 41 0 0 06 Apr 2021
Slimming Neural Networks using Adaptive Connectivity Scores Madan Ravi Ganesh Dawsin Blanchard Jason J. Corso Salimeh Yasaei Sekeh 61 11 0 22 Jun 2020
Regularization via Structural Label Smoothing Weizhi Li Gautam Dasarathy Visar Berisha UQCV 67 51 0 07 Jan 2020
Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing Sanghamitra Dutta Dennis L. Wei Hazar Yueksel Pin-Yu Chen Sijia Liu Kush R. Varshney FaML 67 11 0 17 Oct 2019
ZeroER: Entity Resolution using Zero Labeled Examples Renzhi Wu Sanya Chaba Saurabh Sawlani Xu Chu Saravanan Thirumuruganathan 92 94 0 16 Aug 2019
Characterizing Inter-Layer Functional Mappings of Deep Learning Models D. Waagen Katie Rainey Jamie Gantert David Gray Megan King M. S. Thompson Jonathan Barton Will Waldron S. Livingston D. Hulsey 25 5 0 09 Jul 2019
Support and Invertibility in Domain-Invariant Representations Fredrik D. Johansson David Sontag Rajesh Ranganath 89 164 0 08 Mar 2019
Convergence Rates for Empirical Estimation of Binary Classification Bounds Salimeh Yasaei Sekeh M. Noshad Kevin R. Moon Alfred Hero 57 8 0 01 Oct 2018
Topological Data Analysis of Decision Boundaries with Application to Model Selection Karthikeyan N. Ramamurthy Kush R. Varshney Krishnan Mody 57 40 0 25 May 2018
Fast Meta-Learning for Adaptive Hierarchical Classifier Design G. V. D. Burg Alfred Hero 26 2 0 09 Nov 2017
The intrinsic value of HFO features as a biomarker of epileptic activity S. Gliske Kevin R. Moon W. Stacey Alfred Hero 23 14 0 13 Oct 2015