conftrace_

Susan Wei

6 papers · 2020–2025 · 5 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (5) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird

🐝 Cross-Pollinator (15)

Conferences

NIPS (2) AISTATS (1) ICLR (1) ICML (1) UAI (1)

Top co-authors

Aoqi Zuo (2) Mingming Gong (2) Kun Zhang (1) Michael Munn (1) Bo Han (1) Yiqing Li (1) Kenyon Ng (1) Daniel Murfet (1) Francois-Xavier Vialard (1) Roland Kwitt (1)

Keywords

neural network optimization (1) ordinary differential equation (1) residual network (1) sensitive attribute (1) fair machine learning (1) counterfactual fairness (1) continuous-depth network (1) causal graph (1) partially directed acyclic graph (1) ode discretization (1) shooting method (1)

Papers

The Local Learning Coefficient: A Singularity-Aware Complexity Measure AISTATS 2025 A Bayesian Model Selection Criterion for Selecting Pretraining Checkpoints ICML 2025 Temperature Optimization for Bayesian Deep Learning UAI 2025 Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization Approach ICLR 2024 Counterfactual Fairness with Partially Known Causal Graph NIPS 2022 A shooting formulation of deep learning NIPS 2020