Search All 2022 Events
 

84 Results

<<   <   Page 1 of 7   >   >>
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 Efficient Active Learning with Abstention
Yinglun Zhu · Robert Nowak
Poster
Thu 9:00 Active Learning with Neural Networks: Insights from Nonparametric Statistics
Yinglun Zhu · Robert Nowak
Competition
Tue 14:30 Invited talk: "Predicting mouse neural activity with models trained through supervised, unsupervised, and reinforcement learning"
Grace Lindsay
Workshop
Learning Mixture Structure on Multi-Source Time Series for Probabilistic Forecasting
Tian Guo
Workshop
Provable Active Learning of Neural Networks for Parametric PDEs
Aarshvi Gajjar · Chinmay Hegde · Christopher Musco
Workshop
Fri 11:09 An Active Learning Reliability Method for Systems with Partially Defined Performance Functions
Jonathan Sadeghi
Poster
Active Learning for Multiple Target Models
Ying-Peng Tang · Sheng-Jun Huang
Workshop
Fri 11:18 Uncertainty Disentanglement with Non-stationary Heteroscedastic Gaussian Processes for Active Learning
Zeel B Patel
Poster
Thu 14:00 Pre-activation Distributions Expose Backdoor Neurons
Runkai Zheng · Rongjun Tang · Jianze Li · Li Liu
Poster
Thu 14:00 Local Bayesian optimization via maximizing probability of descent
Quan Nguyen · Kaiwen Wu · Jacob Gardner · Roman Garnett
Poster
Thu 14:00 SQ Lower Bounds for Learning Single Neurons with Massart Noise
Ilias Diakonikolas · Daniel Kane · Lisheng Ren · Yuxin Sun