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10-24
2019
Deep equilibrium models: One (implicit) layer is all you need
Speaker: Zico Kolter Carnegie Mellon University Time: 2019-10-24 14:00-2019-10-24 15:00 Venue: FIT Lecture Hall Abstract: Deep learning, as the name implies, had traditionally focused upon increasi...
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10-24
2019
Curriculum, Evolution and Emergent Complexity with Multi-Agent Reinforcement Learning
Speaker: Yi Wu OpenAI Inc. Time: 2019-10-24 14:00-2019-10-24 15:00 Venue: FIT 1-222 Abstract: The theory of evolution was introduced in Darwin’s book, On the Origin of Species, in 1859, which stat...
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10-22
2019
Demand Response Programs for Workload Scheduling in Data Centers
Speaker: Vincent Wong University of British Columbia Time: 2019-10-22 14:00-2019-10-22 15:00 Venue: FIT 1-515 Abstract: The issue of energy efficiency poses a crucial challenge to today’s data cen...
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10-17
2019
Coordination in Multi-Agent Systems: Importance, Difficulty and Mysteries【IIIS-Haihua Distinguished Seminar Series in Artificial Intelligence】
Speaker: Victor Lesser University of Massachusetts, Amherst Time: 2019-10-17 14:00-2019-10-17 15:00 Venue: FIT Lecture Hall Abstract: How to effectively coordinate multi-agent interaction in a dyna...
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10-16
2019
Towards Human-Level Recognition via Contextual, Dynamic, and Predictive Representations【IIIS-Haihua Frontier Seminar Series】
Speaker: Fisher Yu UC Berkeley Time: 2019-10-16 14:00-2019-10-16 15:00 Venue: Block D 15th floor, Science & Technology Mansion, Tsinghua Science Park Abstract: Existing state-of-the-art computer v...
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10-15
2019
Understanding the Role Played by Over-parameterization in Generalization of Deep ReLU networks via Student-Teacher Setting【IIIS-Haihua Frontier Seminar Series】
Speaker: Yuandong Tian Facebook AI Research Time: 2019-10-15 14:00-2019-10-15 15:00 Venue: FIT 1-222 Abstract: In this talk, we study the generalization behaviors of deep networks at interpolation ...