conftrace_

classification theory

7 papers

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Co-occurring keywords

multiclass classification (181) learning theory (519) margin theory (18) selective classification (33) classification with rejection (6) abstention mechanism (10) abstention (1) adversarial online learning (9) simplex coding (1) relaxation (1)

Papers

Axiomatic Characterization of Data-Driven Influence Measures for Classification AAAI 2019
Generalized No Free Lunch Theorem for Adversarial Robustness ICML 2019
Multiclass Learning with Simplex Coding NIPS 2012
Learning Halfspaces with the Zero-One Loss: Time-Accuracy Tradeoffs NIPS 2012
Agnostic Selective Classification NIPS 2011
A Theory of Multiclass Boosting NIPS 2010
Universal Consistency of Multi-Class Support Vector Classification NIPS 2010