conftrace_

Shiv Kumar Tavker

2 papers · 2020–2024 · 2 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (10) 🧭 Keyword Pioneer

Conferences

JMLR (1) NIPS (1)

Top co-authors

Harikrishna Narasimhan (2) Harish Guruprasad Ramaswamy (1) Shivani Agarwal (1) Praneeth Netrapalli (1) Harish G. Ramaswamy (1) Drona Khurana (1)

Keywords

confusion matrix (2) algorithmic fairness (1) multiclass classification (1) performance metric (1) convergence rate (1) fairness constraint (1) demographic parity (1) plug-in classifier (1) constrained classification (1) statistical consistency (1) f-score measure (1)

Papers

Consistent Multiclass Algorithms for Complex Metrics and Constraints JMLR 2024 Consistent Plug-in Classifiers for Complex Objectives and Constraints NIPS 2020