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The 2021 schedule is still incomplete
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Oral
Wed Jul 21 05:00 PM -- 05:20 PM (PDT)
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
Wed Jul 21 05:20 PM -- 05:25 PM (PDT)
Near-Optimal Linear Regression under Distribution Shift
In Learning Theory 8
Qi Lei · Wei Hu · Jason Lee
[ Paper ]
Spotlight
Wed Jul 21 05:25 PM -- 05:30 PM (PDT)
Detection of Signal in the Spiked Rectangular Models
In Learning Theory 8
Ji Hyung Jung · Hye Won Chung · Ji Oon Lee
[ Paper ]
Spotlight
Wed Jul 21 05:30 PM -- 05:35 PM (PDT)
A Distribution-dependent Analysis of Meta Learning
In Learning Theory 8
Mikhail Konobeev · Ilja Kuzborskij · Csaba Szepesvari
[ Paper ]
Spotlight
Wed Jul 21 05:35 PM -- 05:40 PM (PDT)
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
Wed Jul 21 05:40 PM -- 05:45 PM (PDT)
Robust Unsupervised Learning via L-statistic Minimization
In Learning Theory 8
Andreas Maurer · Daniela Angela Parletta · Andrea Paudice · Massimiliano Pontil
[ Paper ]
Spotlight
Wed Jul 21 05:45 PM -- 05:50 PM (PDT)
A Theory of Label Propagation for Subpopulation Shift
In Learning Theory 8
Tianle Cai · Ruiqi Gao · Jason Lee · Qi Lei
[ Paper ]
Q&A
Wed Jul 21 05:50 PM -- 05:55 PM (PDT)
Q&A
In Learning Theory 8