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The 2021 schedule is still incomplete
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Oral
Thu Jul 22 05:00 PM -- 05:20 PM (PDT)
Leveraged Weighted Loss for Partial Label Learning
In Semisupervised and Unsupervised Learning 2
Hongwei Wen · Jingyi Cui · Hanyuan Hang · Jiabin Liu · Yisen Wang · Zhouchen Lin
[ Paper ]
Spotlight
Thu Jul 22 05:20 PM -- 05:25 PM (PDT)
Unitary Branching Programs: Learnability and Lower Bounds
In Semisupervised and Unsupervised Learning 2
Fidel Ernesto Diaz Andino · Maria Kokkou · Mateus de Oliveira Oliveira · Farhad Vadiee
[ Paper ]
Spotlight
Thu Jul 22 05:25 PM -- 05:30 PM (PDT)
Provably End-to-end Label-noise Learning without Anchor Points
In Semisupervised and Unsupervised Learning 2
Xuefeng Li · Tongliang Liu · Bo Han · Gang Niu · Masashi Sugiyama
[ Paper ]
Spotlight
Thu Jul 22 05:30 PM -- 05:35 PM (PDT)
MorphVAE: Generating Neural Morphologies from 3D-Walks using a Variational Autoencoder with Spherical Latent Space
In Semisupervised and Unsupervised Learning 2
Sophie Laturnus · Philipp Berens
[ Paper ]
Spotlight
Thu Jul 22 05:35 PM -- 05:40 PM (PDT)
Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification
In Semisupervised and Unsupervised Learning 2
Dong Hoon Lee · Sae-Young Chung
[ Paper ]
Spotlight
Thu Jul 22 05:40 PM -- 05:45 PM (PDT)
Improved Algorithms for Agnostic Pool-based Active Classification
In Semisupervised and Unsupervised Learning 2
Julian Katz-Samuels · Jifan Zhang · Lalit Jain · Kevin Jamieson
[ Paper ]
Spotlight
Thu Jul 22 05:45 PM -- 05:50 PM (PDT)
Adversarial Multi Class Learning under Weak Supervision with Performance Guarantees
In Semisupervised and Unsupervised Learning 2
Alessio Mazzetto · Cyrus Cousins · Dylan Sam · Stephen Bach · Eli Upfal
[ Paper ]
Q&A
Thu Jul 22 05:50 PM -- 05:55 PM (PDT)
Q&A
In Semisupervised and Unsupervised Learning 2