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(23 events)   Time zone: Conference local time zone  
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Fri Dec 09 09:00 AM -- 09:05 AM (CET)
Opening Remarks by Manik, Moustapha & Samy
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 09:05 AM -- 09:35 AM (CET)
Label Ranking with Biased Partial Feedback
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 09:35 AM -- 09:50 AM (CET)
Distributed Optimization of Multi-Class SVMs
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 09:50 AM -- 10:05 AM (CET)
DiSMEC - Distributed Sparse Machines for Extreme Multi-label Classification
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 10:05 AM -- 10:35 AM (CET)
A Primal and Dual Sparse Approach to Extreme Classification
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 11:00 AM -- 11:30 AM (CET)
Extreme Multi-label Loss Functions for Tagging, Ranking & Recommendation
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 11:30 AM -- 11:45 AM (CET)
Log-time and Log-space Extreme Classification
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 11:45 AM -- 12:00 PM (CET)
Extreme Classification with Label Features
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 12:00 PM -- 12:15 PM (CET)
Dual Decomposed Learning with Factorwise Oracles for Structural SVMs of Large Output Domain
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 12:15 PM -- 01:30 PM (CET)
Lunch
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 01:30 PM -- 02:00 PM (CET)
Semi-supervised dimension reduction for large numbers of classes
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 02:00 PM -- 02:15 PM (CET)
A Theoretical Framework for Structured Prediction using Factor Graph Complexity
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 02:15 PM -- 02:45 PM (CET)
Deep Schatten Networks
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 02:45 PM -- 03:00 PM (CET)
Regret Bounds for Non-decomposable Metrics with Missing Labels
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 03:30 PM -- 04:00 PM (CET)
Training neural networks in time independent of output layer size
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 03:30 PM -- 03:30 PM (CET)
Coffee Break
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 04:00 PM -- 04:15 PM (CET)
Efficient softmax approximation for GPUs
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 04:15 PM -- 04:30 PM (CET)
Pointer Sentinel Mixture Models
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 04:30 PM -- 04:45 PM (CET)
A Simple but Tough-to-Beat Baseline for Sentence Embeddings
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 04:45 PM -- 05:00 PM (CET)
Break
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 05:00 PM -- 05:30 PM (CET)
iCaRL: incremental classifier and representation learning
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 05:30 PM -- 05:45 PM (CET)
Is a picture worth a thousand words? a Deep Multi Modal Product Classification Architecture for e-commerce
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 05:45 PM -- 06:15 PM (CET)
Learning to Solve Vision without Annotating Millions of Images
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces