Joshua Loftus

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

+1 more ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (3) 🧭 Keyword Pioneer

📈 Trend Setter

Venues

NeurIPS (2) ICML (1)

Top co-authors

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

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Application Areas (2) Learning Types (2) Optimization & Theory (2) Knowledge & Reasoning (1) Reasoning (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 Counterfactual Fairness NeurIPS 2017 When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness NeurIPS 2017