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Oral
Thu Jul 22 10:00 PM -- 10:20 PM (KST)
Learning Noise Transition Matrix from Only Noisy Labels via Total Variation Regularization
[ Paper ]
Spotlight
Thu Jul 22 10:20 PM -- 10:25 PM (KST)
On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise
[ Paper ]
Spotlight
Thu Jul 22 10:25 PM -- 10:30 PM (KST)
CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients
[ Paper ]
Spotlight
Thu Jul 22 10:30 PM -- 10:35 PM (KST)
Disambiguation of Weak Supervision leading to Exponential Convergence rates
[ Paper ]
Spotlight
Thu Jul 22 10:40 PM -- 10:45 PM (KST)
Mediated Uncoupled Learning: Learning Functions without Direct Input-output Correspondences
[ Paper ]
Spotlight
Thu Jul 22 10:45 PM -- 10:50 PM (KST)
Principal Bit Analysis: Autoencoding with Schur-Concave Loss
[ Paper ]
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