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Timezone: America/Vancouver
 
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SUN 8 DEC
10 a.m.
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AliGraph: A Comprehensive Graph Neural Network Platform
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Deep Learning-Based End-to-end Automatic Contouring and Automated Radiation Therapy Treatment Planning System
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Efficient Deep Learning computing with Intel® Nervana™ Neural Network Processor for Training
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PaddlePaddle – An industry-grade end-to-end deep learning platform
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Showcasing how extremely large language models can be trained using new AI processor technology from Graphcore,
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Tensor Networks with TensorNetwork
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Advanced Hyperparameter Optimization Methods
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A.I.-assisted music generation
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Challenges, Advances and Opportunities for Machine Learning Algorithms and Infrastructure at Alibaba
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Multi-modal Research to Production with PyTorch and Facebook
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Causal Inference & Reinforcement learning: Making the right intervention
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From research to Industrial NLP at Baidu
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Real world reinforcement learning with Vowpal Wabbit
10:10 a.m.
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Intel® Nervana™ NNP: domain specific architectures for inference & training
10:35 a.m.
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Innovative approaches in training large scale language models
11 a.m.
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Accelerating deep learning at wafer scale
11:55 a.m.
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Interpretability - now what?
12:20 p.m.
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Machine Learning for Perception at Cruise
12:45 p.m.
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Federated Learning in Healthcare
2:40 p.m.
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Explainable Reinforcement Learning
3 p.m.
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Responsible and Reproducible AI with PyTorch and Facebook
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AI & Machine Learning in Finance: Applications and Opportunities
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Tensor Networks with TensorNetwork
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Hands-on Workshop: Implementing High-Performance AI Workloads with Habana AI Processors
3:15 p.m.
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Private Federated Learning
3:40 p.m.
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How the gaming industry is driving advances in AI research
4:35 p.m.
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Challenges in Analyzing Two-sided Market and Its Application on Ride-sharing Platform
5 p.m.
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XPRIZE & AI for Good: Using AI in Incentivized Prizes to Solve Today's Challenges
5:35 p.m.
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Trust and AI – addressing AI risks and governance
6 p.m.
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Bridging the Gap Between Effective Algorithms and Medical Adoption
6:35 p.m.
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Computational Creativity for Music and Gastronomy Applications