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The 2021 schedule is still incomplete
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Oral
Thu Jul 22 09:00 AM -- 09:20 AM (KST)
Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning
In Learning Theory 8
Hassan Hafez-Kolahi · Behrad Moniri · Shohreh Kasaei · Mahdieh Soleymani Baghshah
[ Paper ]
Spotlight
Thu Jul 22 09:20 AM -- 09:25 AM (KST)
Near-Optimal Linear Regression under Distribution Shift
In Learning Theory 8
Qi Lei · Wei Hu · Jason Lee
[ Paper ]
Spotlight
Thu Jul 22 09:25 AM -- 09:30 AM (KST)
Detection of Signal in the Spiked Rectangular Models
In Learning Theory 8
Ji Hyung Jung · Hye Won Chung · Ji Oon Lee
[ Paper ]
Spotlight
Thu Jul 22 09:30 AM -- 09:35 AM (KST)
A Distribution-dependent Analysis of Meta Learning
In Learning Theory 8
Mikhail Konobeev · Ilja Kuzborskij · Csaba Szepesvari
[ Paper ]
Spotlight
Thu Jul 22 09:35 AM -- 09:40 AM (KST)
How Important is the Train-Validation Split in Meta-Learning?
In Learning Theory 8
Yu Bai · Minshuo Chen · Pan Zhou · Tuo Zhao · Jason Lee · Sham Kakade · Huan Wang · Caiming Xiong
[ Paper ]
Spotlight
Thu Jul 22 09:40 AM -- 09:45 AM (KST)
Robust Unsupervised Learning via L-statistic Minimization
In Learning Theory 8
Andreas Maurer · Daniela Angela Parletta · Andrea Paudice · Massimiliano Pontil
[ Paper ]
Spotlight
Thu Jul 22 09:45 AM -- 09:50 AM (KST)
A Theory of Label Propagation for Subpopulation Shift
In Learning Theory 8
Tianle Cai · Ruiqi Gao · Jason Lee · Qi Lei
[ Paper ]
Q&A
Thu Jul 22 09:50 AM -- 09:55 AM (KST)
Q&A
In Learning Theory 8