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Oral
Thu Jun 13 11:00 AM -- 11:20 AM (PDT) @ Room 102
Learning Linear-Quadratic Regulators Efficiently with only $\sqrt{T}$ Regret
In Online Learning
Alon Cohen · Tomer Koren · Yishay Mansour
[ Slides]  [ Oral] 
Oral
Thu Jun 13 11:20 AM -- 11:25 AM (PDT) @ Room 102
Learning from Delayed Outcomes via Proxies with Applications to Recommender Systems
In Online Learning
Timothy Mann · Sven Gowal · András György · Huiyi Hu · Ray Jiang · Balaji Lakshminarayanan · Prav Srinivasan
[ Slides]  [ Oral] 
Oral
Thu Jun 13 11:25 AM -- 11:30 AM (PDT) @ Room 102
Adaptive Regret of Convex and Smooth Functions
In Online Learning
Lijun Zhang · Tie-Yan Liu · Zhi-Hua Zhou
[ Slides]  [ Oral] 
Oral
Thu Jun 13 11:30 AM -- 11:35 AM (PDT) @ Room 102
Online Adaptive Principal Component Analysis and Its extensions
In Online Learning
Jianjun Yuan · Andrew Lamperski
[ Slides]  [ Oral] 
Oral
Thu Jun 13 11:35 AM -- 11:40 AM (PDT) @ Room 102
POLITEX: Regret Bounds for Policy Iteration using Expert Prediction
In Online Learning
Yasin Abbasi-Yadkori · Peter Bartlett · Kush Bhatia · Nevena Lazic · Csaba Szepesvari · Gellért Weisz
[ Slides]  [ Oral] 
Oral
Thu Jun 13 11:40 AM -- 12:00 PM (PDT) @ Room 102
Anytime Online-to-Batch, Optimism and Acceleration
In Online Learning
Ashok Cutkosky
[ Slides]  [ Oral] 
Oral
Thu Jun 13 12:00 PM -- 12:05 PM (PDT) @ Room 102
Cautious Regret Minimization: Online Optimization with Long-Term Budget Constraints
In Online Learning
Nikolaos Liakopoulos · Apostolos Destounis · Georgios Paschos · Thrasyvoulos Spyropoulos · Panayotis Mertikopoulos
[ Slides]  [ Oral] 
Oral
Thu Jun 13 12:05 PM -- 12:10 PM (PDT) @ Room 102
Optimal Kronecker-Sum Approximation of Real Time Recurrent Learning
In Online Learning
Frederik Benzing · Marcelo Matheus Gauy · Asier Mujika · Anders Martinsson · Angelika Steger
[ Slides]  [ Oral] 
Oral
Thu Jun 13 12:10 PM -- 12:15 PM (PDT) @ Room 102
Adaptive Sensor Placement for Continuous Spaces
In Online Learning
James A. Grant · Alexis Boukouvalas · Ryan-Rhys Griffiths · David Leslie · Sattar Vakili · Enrique Munoz De Cote
[ Slides]  [ Oral] 
Oral
Thu Jun 13 12:15 PM -- 12:20 PM (PDT) @ Room 102
Scale-free adaptive planning for deterministic dynamics & discounted rewards
In Online Learning
Peter Bartlett · Victor Gabillon · Jennifer Healey · Michal Valko
[ Slides]  [ Oral]