conftrace_
← Authors

Joshua Loftus

3 papers · 2017–2019 · 2 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+2 more ↓ 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (2)
🌟 Keyword Trendsetter Combo (3) 📈 Trend Setter

Conferences

NIPS (2) ICML (1)

Top co-authors

Chris Russell (3) Ricardo Silva (3) Matt J Kusner (2) Matt Kusner (1)

Keywords

counterfactual fairness (3) causal inference (3) algorithmic fairness (2) fair classification (1) machine learning (1) fairness constraint (1) fair machine learning (1) demographic parity (1) discriminatory impact (1) gradient-based optimization (1) constrained optimization (1)

Papers

Making Decisions that Reduce Discriminatory Impacts ICML 2019 When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness NIPS 2017 Counterfactual Fairness NIPS 2017