Workshop

Active-Learning-as-a-Service: An Automatic and Efficient MLOps System for Data-Centric AI
Yizheng Huang · Huaizheng Zhang · Yuanming Li · Chiew Tong Lau · Yang You

Poster

Thu 14:00

Local Bayesian optimization via maximizing probability of descent
Quan Nguyen · Kaiwen Wu · Jacob Gardner · Roman Garnett

Workshop

Solar Flare Forecasting with Data-driven Interpretable Model
JiaMeng Lv · Peng Jia · 陈风 · 杨过 · Tie Liu

Poster

Tue 9:00

Triangulation candidates for Bayesian optimization
Robert Gramacy · Annie Sauer · Nathan Wycoff

Workshop

PropertyDAG: Multi-objective Bayesian optimization of partially ordered, mixed-variable properties for biological sequence design
Ji Won Park · Samuel Stanton · Saeed Saremi · Andrew Watkins · Stephen Ra · Vladimir Gligorijevic · Kyunghyun Cho · Richard Bonneau

Affinity Workshop

Model Averaging to Learn Bayesian Network Structures with Non-Linear Structured Representations
Charupriya Sharma

Poster

Tue 14:00

Logical Activation Functions: Logit-space equivalents of Probabilistic Boolean Operators
Scott Lowe · Robert Earle · Jason d'Eon · Thomas Trappenberg · Sageev Oore

Poster

Thu 9:00

Active Learning with Neural Networks: Insights from Nonparametric Statistics
Yinglun Zhu · Robert Nowak

Poster

Thu 14:00

Efficient Active Learning with Abstention
Yinglun Zhu · Robert Nowak

Workshop

Fantasizing with Dual GPs in Bayesian Optimization and Active Learning
Paul Chang · Prakhar Verma · ST John · Victor Picheny · Henry Moss · Arno Solin

Poster

Thu 9:00

Bayesian Active Learning with Fully Bayesian Gaussian Processes
Christoffer Riis · Francisco Antunes · Frederik Hüttel · Carlos Lima Azevedo · Francisco Pereira

Competition

Tue 14:30