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(23 events)   Timezone: America/Los_Angeles  
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Fri Dec 09 12:00 AM -- 12:05 AM (PST)
Opening Remarks by Manik, Moustapha & Samy
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 12:05 AM -- 12:35 AM (PST)
Label Ranking with Biased Partial Feedback
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 12:35 AM -- 12:50 AM (PST)
Distributed Optimization of Multi-Class SVMs
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 12:50 AM -- 01:05 AM (PST)
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 01:05 AM -- 01:35 AM (PST)
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 02:00 AM -- 02:30 AM (PST)
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 02:30 AM -- 02:45 AM (PST)
Log-time and Log-space Extreme Classification
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 02:45 AM -- 03:00 AM (PST)
Extreme Classification with Label Features
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 03:00 AM -- 03:15 AM (PST)
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 03:15 AM -- 04:30 AM (PST)
Lunch
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 04:30 AM -- 05:00 AM (PST)
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 05:00 AM -- 05:15 AM (PST)
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 05:15 AM -- 05:45 AM (PST)
Deep Schatten Networks
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 05:45 AM -- 06:00 AM (PST)
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 06:30 AM -- 07:00 AM (PST)
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 06:30 AM -- 06:30 AM (PST)
Coffee Break
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 07:00 AM -- 07:15 AM (PST)
Efficient softmax approximation for GPUs
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 07:15 AM -- 07:30 AM (PST)
Pointer Sentinel Mixture Models
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 07:30 AM -- 07:45 AM (PST)
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 07:45 AM -- 08:00 AM (PST)
Break
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 08:00 AM -- 08:30 AM (PST)
iCaRL: incremental classifier and representation learning
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Fri Dec 09 08:30 AM -- 08:45 AM (PST)
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 08:45 AM -- 09:15 AM (PST)
Learning to Solve Vision without Annotating Millions of Images
In Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces