Kansei Ushiyama

2 papers · 2023–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 📈 Trend Setter

Venues

NeurIPS (1) UAI (1)

Top co-authors

Shun Sato (1) Yoichi Chikahara (1) Takayasu Matsuo (1)

Research topics

Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Mathematics & Optimization (1) Core AI (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Mathematics (1) Optimization (1) Optimization & Theory (1)

Keywords

representation learning (1) convex optimization (1) lyapunov function (1) gradient descent (1) convergence rate (1) high-dimensional data (1) inverse probability weighting (1) differential equation (1) gradient method (1) heterogeneous treatment effect (1) sample selection bia (1) pareto-smoothed weighting (1)

Papers

Differentiable Pareto-Smoothed Weighting for High-Dimensional Heterogeneous Treatment Effect Estimation UAI 2024 A Unified Discretization Framework for Differential Equation Approach with Lyapunov Arguments for Convex Optimization NeurIPS 2023