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Workshop
Fri 11:18 Uncertainty Disentanglement with Non-stationary Heteroscedastic Gaussian Processes for Active Learning
Zeel B Patel
Workshop
Uncertainty Disentanglement with Non-stationary Heteroscedastic Gaussian Processes for Active Learning
Zeel B Patel · Nipun Batra · Kevin Murphy
Poster
Tue 14:00 Efficient Methods for Non-stationary Online Learning
Peng Zhao · Yan-Feng Xie · Lijun Zhang · Zhi-Hua Zhou
Workshop
Non-Stationary Causal Bandits
REDA ALAMI
Poster
Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting
Yong Liu · Haixu Wu · Jianmin Wang · Mingsheng Long
Poster
Wed 9:00 Off-Policy Evaluation for Action-Dependent Non-stationary Environments
Yash Chandak · Shiv Shankar · Nathaniel Bastian · Bruno da Silva · Emma Brunskill · Philip Thomas
Poster
Thu 14:00 Non-stationary Bandits with Knapsacks
Shang Liu · Jiashuo Jiang · Xiaocheng Li
Poster
Wed 14:00 Factored Adaptation for Non-Stationary Reinforcement Learning
Fan Feng · Biwei Huang · Kun Zhang · Sara Magliacane
Affinity Workshop
Gaussian Process parameterized Covariance Kernels for Non-stationary Regression
Vidhi Lalchand · Talay Cheema · Laurence Aitchison · Carl Edward Rasmussen
Poster
Thu 14:00 Near-Optimal Goal-Oriented Reinforcement Learning in Non-Stationary Environments
Liyu Chen · Haipeng Luo
Poster
Tue 14:00 AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection
Marius Dragoi · Elena Burceanu · Emanuela Haller · Andrei Manolache · Florin Brad
Poster
Tue 9:00 Relaxing Equivariance Constraints with Non-stationary Continuous Filters
Tycho van der Ouderaa · David W. Romero · Mark van der Wilk