conftrace_

Haoyuan Chen

3 papers · 2022–2025 · 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

AISTATS (1) JMLR (1) MICCAI (1)

Top co-authors

Rui Tuo (2) Kaicong Sun (1) Wenyuan Zhao (1) Chao Tian (1) Tie Liu (1) Dinggang Shen (1) Lin Zhou (1) Han Wu (1) Long Yang (1) Yonghao Li (1)

Research topics

Machine Learning (2) Bayesian & Probabilistic · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Mathematics & Optimization (1) Architectures (1) Bayesian & Probabilistic · Artificial Intelligence (1) Core Methods (1) Optimization (1) Optimization & Theory (1)

Keywords

sparse representation (1) deep kernel learning (1) gaussian process (1) covariance matrix (1) gaussian process regression (1) bayesian neural network (1) matern correlation (1) kernel packet (1) matérn correlation (1) deep additive kernel (1) induced prior approximation (1)

Papers

A Semi-Supervised Knowledge Distillation Framework for Left Ventricle Segmentation and Landmark Detection in Echocardiograms MICCAI 2025 From Deep Additive Kernel Learning to Last-Layer Bayesian Neural Networks via Induced Prior Approximation AISTATS 2025 Kernel Packet: An Exact and Scalable Algorithm for Gaussian Process Regression with Matérn Correlations JMLR 2022