Sophia Huiwen Sun

3 papers · 2023–2024 · 3 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

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

Venues

ICLR (1) ICML (1) L4DC (1)

Top co-authors

Rose Yu (2) Abishek Sankararaman (1) Jinxi Li (1) Balakrishnan Murali Narayanaswamy (1) Robin Walters (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Computer Vision (1) Data Science & Analytics (1) Mathematics & Optimization (1) Application Areas (1) Applications (1) Bayesian & Probabilistic (1) Domain-Specific (1) Optimization (1) Optimization & Theory (1)

Keywords

conformal prediction (1) anomaly detection (1) uncertainty quantification (1) trajectory prediction (1) probabilistic prediction (1) time series forecasting (1) distribution shift (1) false positive (1) confidence sequence (1) false negative (1) multi-agent dynamics (1) equivariant continuous convolution (1) multi-step prediction (1) online thresholding (1)

Papers

Copula Conformal prediction for multi-step time series prediction ICLR 2024 Online Adaptive Anomaly Thresholding with Confidence Sequences ICML 2024 Probabilistic Symmetry for Multi-Agent Dynamics L4DC 2023