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Oral
Thu Jul 22 06:00 AM -- 06:20 AM (PDT)
Learning Noise Transition Matrix from Only Noisy Labels via Total Variation Regularization
[ Paper ]
Spotlight
Thu Jul 22 06:20 AM -- 06:25 AM (PDT)
On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise
[ Paper ]
Spotlight
Thu Jul 22 06:25 AM -- 06:30 AM (PDT)
CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients
[ Paper ]
Spotlight
Thu Jul 22 06:30 AM -- 06:35 AM (PDT)
Disambiguation of Weak Supervision leading to Exponential Convergence rates
[ Paper ]
Spotlight
Thu Jul 22 06:40 AM -- 06:45 AM (PDT)
Mediated Uncoupled Learning: Learning Functions without Direct Input-output Correspondences
[ Paper ]
Spotlight
Thu Jul 22 06:45 AM -- 06:50 AM (PDT)
Principal Bit Analysis: Autoencoding with Schur-Concave Loss
[ Paper ]